From 6ea1b8bd6c95f8a2c794575494a30126e89df27e Mon Sep 17 00:00:00 2001
From: chaitanyagiri <girichaitanya11@gmail.com>
Date: Thu, 29 Oct 2026 11:37:52 +0530
Subject: [PATCH 1/2] seo-engine: day 32 AM, brief 29 Oct and Gemini 4 Carbon

Daily brief for 29 Oct 2026 and a same day launch page for Gemini 4
Carbon (title card plus 3 scenes); backlink and house line in
gemini-4-argon; two media.json entries; docs/ rebuilt.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 blog/src/_data/media.json                     |  23 +
 .../agent-tools-today-2026-10-29/motion.css   |  13 +
 .../agent-tools-today-2026-10-29/motion.js    | 119 +++++
 .../agent-tools-today-2026-10-29/today.png    | Bin 0 -> 125672 bytes
 .../src/assets/media/gemini-4-carbon/hero.png | Bin 0 -> 62528 bytes
 .../assets/media/gemini-4-carbon/motion.css   |  13 +
 .../assets/media/gemini-4-carbon/motion.js    | 218 ++++++++
 .../assets/media/gemini-4-carbon/podium.png   | Bin 0 -> 38810 bytes
 .../assets/media/gemini-4-carbon/scale.png    | Bin 0 -> 90783 bytes
 .../assets/media/gemini-4-carbon/ticket.png   | Bin 0 -> 119871 bytes
 .../src/posts/agent-tools-today-2026-10-29.md |  57 ++
 blog/src/posts/gemini-4-argon.md              |   6 +-
 blog/src/posts/gemini-4-carbon.md             | 100 ++++
 .../agent-tools-today-2026-10-03/index.html   |  28 +-
 .../agent-tools-today-2026-10-04/index.html   |  28 +-
 .../agent-tools-today-2026-10-05/index.html   |  28 +-
 .../agent-tools-today-2026-10-06/index.html   |  28 +-
 .../agent-tools-today-2026-10-07/index.html   |  28 +-
 .../agent-tools-today-2026-10-08/index.html   |  28 +-
 .../agent-tools-today-2026-10-09/index.html   |  28 +-
 .../agent-tools-today-2026-10-10/index.html   |  28 +-
 .../agent-tools-today-2026-10-11/index.html   |  28 +-
 .../agent-tools-today-2026-10-12/index.html   |  28 +-
 .../agent-tools-today-2026-10-13/index.html   |  28 +-
 .../agent-tools-today-2026-10-15/index.html   |  28 +-
 .../agent-tools-today-2026-10-16/index.html   |  28 +-
 .../agent-tools-today-2026-10-17/index.html   |  28 +-
 .../agent-tools-today-2026-10-18/index.html   |  28 +-
 .../agent-tools-today-2026-10-19/index.html   |  28 +-
 .../agent-tools-today-2026-10-21/index.html   |  28 +-
 .../agent-tools-today-2026-10-22/index.html   |  28 +-
 .../agent-tools-today-2026-10-23/index.html   |  30 +-
 .../agent-tools-today-2026-10-26/index.html   |  28 +-
 .../agent-tools-today-2026-10-29/index.html   | 349 +++++++++++++
 docs/blog/agents-rule-of-two/index.html       |  32 +-
 docs/blog/ai-agent-glossary/index.html        |  32 +-
 .../agent-tools-today-2026-10-29/motion.css   |  13 +
 .../agent-tools-today-2026-10-29/motion.js    | 119 +++++
 .../agent-tools-today-2026-10-29/today.png    | Bin 0 -> 125672 bytes
 .../assets/media/gemini-4-carbon/hero.png     | Bin 0 -> 62528 bytes
 .../assets/media/gemini-4-carbon/motion.css   |  13 +
 .../assets/media/gemini-4-carbon/motion.js    | 218 ++++++++
 .../assets/media/gemini-4-carbon/podium.png   | Bin 0 -> 38810 bytes
 .../assets/media/gemini-4-carbon/scale.png    | Bin 0 -> 90783 bytes
 .../assets/media/gemini-4-carbon/ticket.png   | Bin 0 -> 119871 bytes
 docs/blog/black-october-php2shell/index.html  |  30 +-
 .../index.html                                |  32 +-
 docs/blog/claude-code-agent-teams/index.html  |  32 +-
 docs/blog/claude-code-projects/index.html     |  32 +-
 docs/blog/claude-code-router/index.html       |  32 +-
 docs/blog/claude-code-routines/index.html     |  32 +-
 docs/blog/claude-haiku-5-5/index.html         |  32 +-
 .../index.html                                |  32 +-
 docs/blog/deepseek-v4-1-flash-1017/index.html |  32 +-
 .../index.html                                |  32 +-
 docs/blog/feed.xml                            |  34 +-
 .../gemini-4-argon-inside-google/index.html   |  32 +-
 docs/blog/gemini-4-argon/index.html           |  37 +-
 docs/blog/gemini-4-carbon/index.html          | 492 ++++++++++++++++++
 .../index.html                                |  32 +-
 docs/blog/gpt-6-1-terra/index.html            |  34 +-
 docs/blog/gpt-6-intelligent-ui/index.html     |  32 +-
 .../index.html                                |  32 +-
 .../how-much-does-claude-code-cost/index.html |  32 +-
 docs/blog/index.html                          |  74 ++-
 .../is-claude-code-max-worth-it/index.html    |  32 +-
 .../is-claude-code-open-source/index.html     |  32 +-
 .../blog/is-ollama-good-for-coding/index.html |  32 +-
 .../index.html                                |  32 +-
 .../loop-engineering-for-ai-agents/index.html |  32 +-
 docs/blog/mistral-large-4/index.html          |  32 +-
 docs/blog/munder-difflin-faq/index.html       |  32 +-
 docs/blog/muse-wonder/index.html              |  32 +-
 .../index.html                                |  32 +-
 docs/blog/openai-decisions-api/index.html     |  32 +-
 docs/blog/openai-text-watermarking/index.html |  32 +-
 docs/blog/opencode-2-0/index.html             |  32 +-
 docs/blog/reflection-beam/index.html          |  32 +-
 .../index.html                                |  32 +-
 docs/blog/shareable-agent-roles/index.html    |  32 +-
 docs/blog/tags/ai-agents/index.html           |  20 +-
 docs/blog/tags/claude-code/index.html         |  18 +-
 docs/blog/tags/concepts/index.html            |  18 +-
 docs/blog/tags/daily-brief/index.html         |  18 +-
 docs/blog/tags/models/index.html              |  18 +-
 docs/blog/tags/open-source/index.html         |  18 +-
 docs/blog/tags/skills/index.html              |  20 +-
 .../index.html                                |  32 +-
 docs/blog/topics/comparisons/index.html       |   4 +-
 docs/blog/topics/concepts/index.html          |  20 +-
 docs/blog/topics/guides/index.html            |   4 +-
 docs/blog/topics/index.html                   |  26 +-
 docs/blog/topics/internals/index.html         |   4 +-
 docs/blog/topics/memory/index.html            |   4 +-
 docs/blog/topics/news/index.html              |  20 +-
 docs/blog/topics/orchestration/index.html     |   4 +-
 docs/blog/topics/story/index.html             |   4 +-
 docs/blog/topics/use-cases/index.html         |   4 +-
 .../index.html                                |  32 +-
 .../what-are-claude-code-agents/index.html    |  32 +-
 .../what-is-a-multi-agent-harness/index.html  |  32 +-
 .../blog/what-is-aeo-for-dev-tools/index.html |  32 +-
 .../index.html                                |  32 +-
 docs/blog/what-is-an-mcp-server/index.html    |  32 +-
 docs/blog/what-is-chatgpt-dots/index.html     |  32 +-
 docs/blog/what-is-claude-agent-sdk/index.html |  32 +-
 docs/blog/what-is-claude-cowork/index.html    |  32 +-
 docs/blog/what-is-claude-duet/index.html      |  28 +-
 docs/blog/what-is-codex/index.html            |  32 +-
 docs/blog/what-is-gemini-spark/index.html     |  32 +-
 .../what-is-harness-engineering/index.html    |  32 +-
 docs/blog/what-is-hermes-agent/index.html     |  32 +-
 docs/blog/what-is-nanoclaw/index.html         |  32 +-
 docs/blog/what-is-opencode/index.html         |  32 +-
 docs/blog/what-is-pi-agent/index.html         |  32 +-
 docs/blog/what-is-roo-code/index.html         |  32 +-
 docs/blog/what-is-vibe-coding/index.html      |  32 +-
 docs/blog/what-is-zcode/index.html            |  32 +-
 docs/blog/what-is-zeroclaw/index.html         |  32 +-
 .../index.html                                |  32 +-
 .../why-cli-agents-are-powerful/index.html    |  32 +-
 docs/llms.txt                                 |   4 +-
 docs/sitemap.xml                              |  14 +-
 123 files changed, 3231 insertions(+), 1291 deletions(-)
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-29/motion.css
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-29/motion.js
 create mode 100644 blog/src/assets/media/agent-tools-today-2026-10-29/today.png
 create mode 100644 blog/src/assets/media/gemini-4-carbon/hero.png
 create mode 100644 blog/src/assets/media/gemini-4-carbon/motion.css
 create mode 100644 blog/src/assets/media/gemini-4-carbon/motion.js
 create mode 100644 blog/src/assets/media/gemini-4-carbon/podium.png
 create mode 100644 blog/src/assets/media/gemini-4-carbon/scale.png
 create mode 100644 blog/src/assets/media/gemini-4-carbon/ticket.png
 create mode 100644 blog/src/posts/agent-tools-today-2026-10-29.md
 create mode 100644 blog/src/posts/gemini-4-carbon.md
 create mode 100644 docs/blog/agent-tools-today-2026-10-29/index.html
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-29/motion.css
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-29/motion.js
 create mode 100644 docs/blog/assets/media/agent-tools-today-2026-10-29/today.png
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/hero.png
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/motion.css
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/motion.js
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/podium.png
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/scale.png
 create mode 100644 docs/blog/assets/media/gemini-4-carbon/ticket.png
 create mode 100644 docs/blog/gemini-4-carbon/index.html

diff --git a/blog/src/_data/media.json b/blog/src/_data/media.json
index 1f77259780..134cfab35e 100644
--- a/blog/src/_data/media.json
+++ b/blog/src/_data/media.json
@@ -4815,6 +4815,29 @@
     },
     "inline": {}
   },
+  "agent-tools-today-2026-10-29": {
+    "title": "Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals",
+    "category": "news",
+    "hero": {
+      "file": "assets/media/agent-tools-today/hero.png",
+      "alt": "Hand drawn sketch: a front page with five numbered lines, a clock, and a yellow character reading it out",
+      "prompt": "Series hero for the Agent Tools Today daily brief, drawn in code (media-src/topic-tiles.html?t=news). Reused by every brief.",
+      "status": "ready"
+    },
+    "inline": {},
+    "youtube": []
+  },
+  "gemini-4-carbon": {
+    "title": "Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)",
+    "category": "concepts",
+    "hero": {
+      "file": "assets/media/gemini-4-carbon/hero.png",
+      "alt": "Title card on white. Gemini 4 Carbon in large ink type, a Concepts pill, the line Early access, Argon's price, Checked 29 Oct 2026, and two blocks labelled Argon and Carbon on a two step podium",
+      "prompt": "Still of the hero scene in assets/media/gemini-4-carbon/motion.js.",
+      "status": "ready"
+    },
+    "inline": {}
+  },
   "gemini-4-argon": {
     "title": "Gemini 4 Argon: Google's Flagship Model Shares a Name With a Gas That Barely Reacts",
     "category": "concepts",
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-29/motion.css b/blog/src/assets/media/agent-tools-today-2026-10-29/motion.css
new file mode 100644
index 0000000000..268927dd39
--- /dev/null
+++ b/blog/src/assets/media/agent-tools-today-2026-10-29/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Agent Tools Today, 29 Oct 2026". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-29/motion.js b/blog/src/assets/media/agent-tools-today-2026-10-29/motion.js
new file mode 100644
index 0000000000..37049aa4ef
--- /dev/null
+++ b/blog/src/assets/media/agent-tools-today-2026-10-29/motion.js
@@ -0,0 +1,119 @@
+/* Bright coded scenes for "Agent Tools Today, 29 Oct 2026". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+
+  const SC = {};
+
+  /* ---- today: three cards pinned to a cork board, one at a time ---- */
+  SC.today = {
+    dur: 7, still: 7,
+    build(svg, api) {
+      el("rect", { x: 28, y: 28, width: 744, height: 544, rx: 28, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      el("rect", { x: 52, y: 52, width: 696, height: 496, rx: 16, fill: YEL, stroke: INK, "stroke-width": 2.5 }, svg);
+      let seed = 11; const rnd = () => (seed = (seed * 9301 + 49297) % 233280) / 233280;
+      for (let i = 0; i < 120; i++) el("circle", { cx: 68 + rnd() * 664, cy: 68 + rnd() * 464, r: 1.4 + rnd() * 1.8, fill: "#fff" }, svg);
+      const CARDS = [
+        ["Gemini 4", "Carbon", "Early access", SKY, BLUE, -3],
+        ["Copilot", "connectors", "26 services", LIL, MINT, 2],
+        ["OpenCode", "2.2.1", "Goal mode", MINT, LIL, -2],
+      ];
+      const X = [186, 400, 614], Y = 306, A = (i) => 0.5 + i * 1.15;
+      let touched = false;
+      const cards = CARDS.map(([a, b, tag, chip, pc, r0], i) => {
+        const slot = el("g", { opacity: 0, transform: `translate(${X[i]} ${Y}) rotate(${r0})` }, svg);
+        el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: "none", stroke: INK, "stroke-width": 2, "stroke-dasharray": "6 8" }, slot);
+        el("circle", { cx: 0, cy: -92, r: 3, fill: INK }, slot);
+        const g = el("g", {}, svg);
+        const sh = el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: LIL, stroke: INK, "stroke-width": 3 }, g);
+        el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: "#fff", stroke: INK, "stroke-width": 3 }, g);
+        el("rect", { x: -108, y: -128, width: 216, height: 256, rx: 20, fill: "none", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "4 6", class: "mg-ring" }, g);
+        txt(g, 0, -12, a, { "text-anchor": "middle", "font-family": MONO, "font-size": 25, "font-weight": 700 });
+        txt(g, 0, 22, b, { "text-anchor": "middle", "font-family": MONO, "font-size": 25, "font-weight": 700 });
+        el("rect", { x: -76, y: 54, width: 152, height: 40, rx: 20, fill: chip, stroke: INK, "stroke-width": 2.5 }, g);
+        txt(g, 0, 81, tag, { "text-anchor": "middle", "font-size": 19, "font-weight": 600 });
+        const pin = el("g", {}, g);
+        const needle = el("path", { d: "M0 4 V28", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, pin);
+        el("circle", { r: 14, fill: pc, stroke: INK, "stroke-width": 3 }, pin);
+        el("circle", { cx: -4, cy: -4, r: 4, fill: "#fff" }, pin);
+        const st = { up: false, at: -99, from: 0, k: 0 };
+        button(g, `${a} ${b}, ${tag}`, () => {
+          st.from = st.k; st.up = !st.up; st.at = api.now(); touched = true;
+          g.setAttribute("aria-pressed", String(st.up));
+          if (st.up) svg.appendChild(g);
+          if (api.calm) api.redraw(); else api.poke();
+        });
+        g.setAttribute("aria-pressed", "false");
+        return { slot, g, sh, pin, needle, st, r0, x: X[i] };
+      });
+      return (t, now) => {
+        if (touched) t = SC.today.dur;
+        cards.forEach((c, i) => {
+          const a0 = A(i), d = oc(seg(t, a0, a0 + 0.45)), p = seg(t, a0 + 0.4, a0 + 0.8);
+          c.g.setAttribute("visibility", t >= a0 ? "visible" : "hidden");
+          const s = c.st, u = api.calm ? 1 : seg(now - s.at, 0, 0.4);
+          s.k = s.up ? s.from + (1 - s.from) * oc(u) : s.from * (1 - ob(u));
+          const k = s.k, kk = cl(k), bump = Math.sin(seg(t, a0 + 0.72, a0 + 0.95) * Math.PI) * 0.02;
+          tf(c.g, c.x, Y - 50 * (1 - d) - 30 * k, 1 + 0.05 * (1 - d) + 0.04 * k - bump, c.r0 * (1 - kk));
+          c.sh.setAttribute("transform", `translate(${6 * kk} ${10 * kk})`);
+          c.slot.setAttribute("opacity", kk > 0.35 ? 1 : 0);
+          const fall = 1 - ob(p);
+          c.pin.setAttribute("transform", `translate(0 ${-92 - 56 * fall - 64 * kk}) rotate(${22 * kk})`);
+          c.pin.setAttribute("opacity", p > 0 ? 1 : 0);
+          c.needle.setAttribute("opacity", kk > 0.05 || p < 1 ? 1 : 0);
+        });
+      };
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    const api = {
+      now: clock, calm: calm || frozen,
+      seek: (s) => { off = s - clock(); held = false; tick(); },
+      poke: () => { held = false; tick(); },
+      redraw: () => { if (frozen) draw(isNaN(fixed) ? sc.still : fixed, clock()); else tick(); },
+    };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/blog/src/assets/media/agent-tools-today-2026-10-29/today.png b/blog/src/assets/media/agent-tools-today-2026-10-29/today.png
new file mode 100644
index 0000000000000000000000000000000000000000..59e75fa5edc3019c33742f840e2c0d771342690d
GIT binary patch
literal 125672
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diff --git a/blog/src/assets/media/gemini-4-carbon/motion.css b/blog/src/assets/media/gemini-4-carbon/motion.css
new file mode 100644
index 0000000000..117928abec
--- /dev/null
+++ b/blog/src/assets/media/gemini-4-carbon/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Gemini 4 Carbon". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/blog/src/assets/media/gemini-4-carbon/motion.js b/blog/src/assets/media/gemini-4-carbon/motion.js
new file mode 100644
index 0000000000..a63fd8babc
--- /dev/null
+++ b/blog/src/assets/media/gemini-4-carbon/motion.js
@@ -0,0 +1,218 @@
+/* Bright coded scenes for "Gemini 4 Carbon". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9", MUTE = "#7A6A88";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const io = (x) => (x < 0.5 ? 4 * x * x * x : 1 - Math.pow(-2 * x + 2, 3) / 2);
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+  // a transparent hit area plus a dashed focus ring, both the same box
+  const hitbox = (g, x, y, w, h, r = 20) => {
+    el("rect", { x, y, width: w, height: h, rx: r, fill: "#fff", "fill-opacity": 0 }, g);
+    el("rect", { x, y, width: w, height: h, rx: r, fill: "none", stroke: INK, "stroke-width": 2, "stroke-dasharray": "4 7", class: "mg-ring" }, g);
+  };
+  const chip = (p, label, fill, w) => {
+    const g = el("g", {}, p);
+    el("rect", { x: -w / 2, y: -21, width: w, height: 42, rx: 21, fill, stroke: INK, "stroke-width": 2.5 }, g);
+    txt(g, 0, 8, label, { "text-anchor": "middle", "font-size": 22, "font-weight": 700 });
+    return g;
+  };
+
+  const SC = {};
+
+  /* ---- 1. two blocks drop onto a two step podium ---- */
+  SC.podium = {
+    dur: 8, still: 5,
+    build(svg, api) {
+      const stage = el("g", {}, svg);
+      el("path", { d: "M80 500 H720", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, stage);
+      el("rect", { x: 130, y: 380, width: 260, height: 120, fill: SOFT, stroke: INK, "stroke-width": 3 }, stage);
+      el("rect", { x: 390, y: 260, width: 260, height: 240, fill: SOFT, stroke: INK, "stroke-width": 3 }, stage);
+      const blocks = [
+        { x: 160, top: 270, fill: SKY, name: "Argon", tag: "Open now", tagFill: MINT, tagW: 150, fall: 0.6 },
+        { x: 420, top: 150, fill: LIL, name: "Carbon", tag: "Early access", tagFill: YEL, tagW: 190, fall: 2.2 },
+      ].map((b) => {
+        const g = el("g", {}, stage);
+        el("rect", { x: b.x, y: b.top, width: 200, height: 110, rx: 14, fill: b.fill, stroke: INK, "stroke-width": 3 }, g);
+        txt(g, b.x + 100, b.top + 67, b.name, { "text-anchor": "middle", "font-family": MONO, "font-size": 34, "font-weight": 700 });
+        const tag = chip(stage, b.tag, b.tagFill, b.tagW);
+        return Object.assign(b, { g, tag });
+      });
+      const hit = el("g", {}, svg);
+      hitbox(hit, 70, 70, 660, 450);
+      button(hit, "Replay the blocks dropping onto the podium", () => api.seek(0));
+      return (t) => {
+        const out = 1 - seg(t, 7.4, 8);
+        blocks.forEach((b) => {
+          const k = seg(t, b.fall, b.fall + 0.6), land = Math.sin(Math.PI * seg(t, b.fall + 0.6, b.fall + 0.9));
+          const dy = -(b.top + 140) * (1 - k * k), cx = b.x + 100, by = b.top + 110;
+          b.g.setAttribute("transform", `translate(0 ${dy}) translate(${cx} ${by}) scale(${1 + 0.08 * land} ${1 - 0.12 * land}) translate(${-cx} ${-by})`);
+          b.g.setAttribute("opacity", t < b.fall ? 0 : out);
+          const p = seg(t, b.fall + 0.9, b.fall + 1.3);
+          tf(b.tag, cx, b.top - 44, 0.4 + 0.6 * ob(p));
+          b.tag.setAttribute("opacity", p <= 0 ? 0 : Math.min(cl(p * 3), out));
+        });
+      };
+    },
+  };
+
+  /* ---- 2. three ticket stubs tear off in rollout order ---- */
+  SC.ticket = {
+    dur: 8, still: 5.5,
+    build(svg, api) {
+      el("rect", { x: 40, y: 112, width: 720, height: 40, rx: 12, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      const stubs = [
+        { lines: ["Cyber", "defenders"], fill: YEL, tick: true },
+        { lines: ["Trusted", "partners"], fill: SKY },
+        { lines: ["Developers"], fill: LIL },
+      ].map((s, i) => {
+        const x = 65 + i * 240, g = el("g", {}, svg);
+        el("path", { d: `M${x + 30} 156 V164 M${x + 160} 156 V164`, stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+        const card = el("g", {}, g);
+        el("path", { d: "M0 0 H190 V136 A16 16 0 0 0 190 168 V290 H0 V168 A16 16 0 0 0 0 136 Z", fill: s.fill, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, card);
+        el("path", { d: "M14 14 H176", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "6 7", "stroke-linecap": "round" }, card);
+        el("path", { d: "M18 152 H172", stroke: INK, "stroke-width": 2, "stroke-dasharray": "2 9", "stroke-linecap": "round" }, card);
+        s.lines.forEach((l, j) => txt(card, 95, (s.lines.length === 1 ? 92 : 74) + j * 36, l, { "text-anchor": "middle", "font-size": 28, "font-weight": 700 }));
+        const stamp = el("g", {}, card);
+        if (s.tick) {
+          el("circle", { r: 44, fill: MINT, stroke: INK, "stroke-width": 3 }, stamp);
+          el("path", { d: "M-20 2 L-6 16 L20 -14", stroke: INK, "stroke-width": 7, fill: "none", "stroke-linecap": "round", "stroke-linejoin": "round" }, stamp);
+        } else {
+          el("rect", { x: -64, y: -26, width: 128, height: 52, rx: 14, fill: "#fff", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "6 5" }, stamp);
+          txt(stamp, 0, 9, "Later", { "text-anchor": "middle", "font-size": 26, "font-weight": 700 });
+        }
+        hitbox(g, x - 14, 160, 218, 400);
+        const st = { x, card, stamp, at: 0.8 + i * 1.2, ov: null, k: 0, rot: i === 1 ? 2 : i === 0 ? -3 : 4 };
+        button(g, `${s.lines.join(" ")}: tear off or put back`, () => {
+          const now = api.now(); st.ov = { from: st.k, to: st.k < 0.5 ? 1 : 0, at: now }; api.poke();
+        });
+        return st;
+      });
+      return (t, now) => {
+        stubs.forEach((s) => {
+          let k;
+          if (s.ov) k = s.ov.from + (s.ov.to - s.ov.from) * (api.calm ? 1 : oc(seg(now - s.ov.at, 0, 0.55)));
+          else k = oc(seg(t, s.at, s.at + 0.7)) * (1 - io(seg(t, 7.3, 7.9)));
+          s.k = k;
+          s.card.setAttribute("transform", `translate(${s.x} ${166 + 70 * k}) rotate(${s.rot * k} 95 0)`);
+          const p = seg(k, 0.55, 1);
+          tf(s.stamp, 95, 222, p <= 0 ? 0.001 : 0.3 + 0.7 * ob(p), -8);
+          s.stamp.setAttribute("opacity", cl(p * 3));
+        });
+      };
+    },
+  };
+
+  /* ---- 3. a balance scale tips as two weights land ---- */
+  SC.scale = {
+    dur: 8, still: 5.5,
+    build(svg, api) {
+      const P = [400, 120], HALF = 210, HANG = 190;
+      const g = el("g", {}, svg);
+      el("path", { d: "M394 120 H406 V440 H394 Z", fill: SOFT, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, g);
+      el("path", { d: "M330 470 L350 440 H450 L470 470 Z", fill: BLUE, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, g);
+      const beam = el("g", {}, g);
+      el("rect", { x: -HALF - 6, y: -7, width: 2 * HALF + 12, height: 14, rx: 7, fill: BLUE, stroke: INK, "stroke-width": 3 }, beam);
+      const pans = [
+        { name: "Argon", pct: "0.7%", fill: SKY, side: -1, land: 1.1 },
+        { name: "Carbon", pct: "0.0%", fill: LIL, side: 1, land: 2.5 },
+      ].map((w) => {
+        const pan = el("g", {}, g);
+        el("path", { d: `M0 ${-HANG} L-110 0 M0 ${-HANG} L110 0`, stroke: INK, "stroke-width": 2.5, "stroke-linecap": "round" }, pan);
+        el("circle", { cx: 0, cy: -HANG, r: 6, fill: YEL, stroke: INK, "stroke-width": 2.5 }, pan);
+        const wt = el("g", {}, pan);
+        el("path", { d: "M-14 -96 A14 14 0 0 1 14 -96", fill: "none", stroke: INK, "stroke-width": 5, "stroke-linecap": "round" }, wt);
+        el("path", { d: "M-45 -96 H45 L65 -8 Q66 0 58 0 H-58 Q-66 0 -65 -8 Z", fill: w.fill, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, wt);
+        txt(wt, 0, -60, w.name, { "text-anchor": "middle", "font-family": MONO, "font-size": 20, "font-weight": 700 });
+        txt(wt, 0, -20, w.pct, { "text-anchor": "middle", "font-size": 30, "font-weight": 700 });
+        el("path", { d: "M-110 0 Q0 34 110 0 Z", fill: SOFT, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, pan);
+        return Object.assign(w, { pan, wt });
+      });
+      el("circle", { cx: P[0], cy: P[1], r: 14, fill: YEL, stroke: INK, "stroke-width": 3 }, g);
+      const card = el("g", {}, svg);
+      el("rect", { x: 230, y: 500, width: 340, height: 60, rx: 16, fill: YEL, stroke: INK, "stroke-width": 3 }, card);
+      txt(card, 400, 539, "Prompt injection", { "text-anchor": "middle", "font-size": 26, "font-weight": 700 });
+      hitbox(g, 60, 24, 680, 462);
+      button(g, "Drop the weights onto the scale again", () => api.seek(0));
+      const sp = (x) => (x <= 0 ? 0 : 1 - Math.exp(-3.5 * x) * Math.cos(8 * x));
+      return (t) => {
+        const out = io(seg(t, 7.3, 7.9));
+        const a = (-13 * sp(t - pans[0].land) + 3 * sp(t - pans[1].land)) * (1 - out), r = (a * Math.PI) / 180;
+        beam.setAttribute("transform", `translate(${P[0]} ${P[1]}) rotate(${a})`);
+        pans.forEach((w) => {
+          const ex = P[0] + w.side * HALF * Math.cos(r), ey = P[1] + w.side * HALF * Math.sin(r);
+          w.pan.setAttribute("transform", `translate(${ex} ${ey + HANG})`);
+          const k = seg(t, w.land - 0.5, w.land);
+          w.wt.setAttribute("transform", `translate(0 ${-420 * (1 - k * k) - 40 * out})`);
+          w.wt.setAttribute("opacity", t < w.land - 0.5 ? 0 : 1 - out);
+        });
+      };
+    },
+  };
+
+  /* ---- title card, 16 by 9 ---- */
+  SC.hero = {
+    w: 960, h: 540, dur: 1, still: 0,
+    build(svg) {
+      el("rect", { x: 64, y: 64, width: 150, height: 44, rx: 22, fill: YEL, stroke: INK, "stroke-width": 2.5 }, svg);
+      txt(svg, 139, 93, "Concepts", { "text-anchor": "middle", "font-size": 21, "font-weight": 700 });
+      txt(svg, 64, 214, "Gemini 4", { "font-size": 88, "font-weight": 700 });
+      txt(svg, 64, 306, "Carbon", { "font-size": 88, "font-weight": 700 });
+      el("path", { d: "M66 334 H330", stroke: LIL, "stroke-width": 14, "stroke-linecap": "round" }, svg);
+      txt(svg, 64, 392, "Early access, Argon's price", { "font-size": 30, "font-weight": 500, fill: MUTE });
+      txt(svg, 64, 452, "Checked 29 Oct 2026", { "font-size": 20, "font-weight": 500, fill: MUTE });
+      el("path", { d: "M540 470 H910", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+      el("rect", { x: 560, y: 380, width: 160, height: 90, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      el("rect", { x: 720, y: 270, width: 160, height: 200, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      [[575, 300, SKY, "Argon"], [735, 190, LIL, "Carbon"]].forEach(([x, y, f, n]) => {
+        el("rect", { x, y, width: 130, height: 80, rx: 12, fill: f, stroke: INK, "stroke-width": 3 }, svg);
+        txt(svg, x + 65, y + 50, n, { "text-anchor": "middle", "font-family": MONO, "font-size": 26, "font-weight": 700 });
+      });
+      return () => {};
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, started = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    // reduced motion: replays keep the still frame, toggles snap instead of easing
+    const api = { calm, now: clock, seek: (s) => { off = s - clock(); if (!calm) held = false; tick(); }, poke: () => { if (calm) { frame(); setTimeout(frame, 0); return; } held = false; tick(); } };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { if (!started) { started = true; off = -clock(); } tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/blog/src/assets/media/gemini-4-carbon/podium.png b/blog/src/assets/media/gemini-4-carbon/podium.png
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diff --git a/blog/src/posts/agent-tools-today-2026-10-29.md b/blog/src/posts/agent-tools-today-2026-10-29.md
new file mode 100644
index 0000000000..5751db483d
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+++ b/blog/src/posts/agent-tools-today-2026-10-29.md
@@ -0,0 +1,57 @@
+---
+title: "Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals"
+seoTitle: "Agent Tools Today (29 Oct 2026): Launches, Skills, MCP Servers"
+description: "The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date."
+date: 2026-10-29
+category: news
+categoryLabel: News
+type: Non-technical
+series: agent-tools-today
+primaryKeyword: "agent tools today 29 oct 2026"
+secondaryKeywords: ["gemini 4 carbon", "copilot connectors", "copilot automations", "opencode 2.2.1", "impeccable design skill", "goose 1.57.0"]
+tags: ["Daily Brief", "Claude Code", "Skills", "Open Source"]
+---
+
+Agent tools today, 29 Oct 2026, in one line: Google announced Gemini 4 Carbon for a first group of cyber defenders, GitHub put verified MCP servers into Copilot, and OpenCode 2.2.1 added a `/goal` command that keeps a session going until a reviewer agrees. It covers 28 to 29 Oct, checked 29 Oct. An earlier edition is [26 Oct](/blog/agent-tools-today-2026-10-26/).
+
+[Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It is not ranked in the lists below.
+
+<figure class="mg" data-scene="today"><img src="/blog/assets/media/agent-tools-today-2026-10-29/today.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, three cards are pinned to a cork board one at a time. The first reads Gemini 4 Carbon with a tag Early access, the second Copilot connectors with a tag 26 services, and the third OpenCode 2.2.1 with a tag Goal mode. Tapping a card lifts it off the board or pins it back."><figcaption>The day's three lead items, from Google's launch post, GitHub's changelog and OpenCode's release notes, read 29 Oct 2026.</figcaption></figure>
+
+## Top 3 launches
+
+1. **Gemini 4 Carbon.** Google announced it on 28 Oct as "our strongest model with state-of-the-art cybersecurity and long horizon capabilities". It goes first to a subset of cyber defenders, then to trusted partners through the Fairwind Program, and to developers later. Google's post of 28 Oct 2026 gives an introductory price of $2 input and $10 output per million tokens. More than 860 points on Hacker News on 29 Oct. Details in [Gemini 4 Carbon](/blog/gemini-4-carbon/). [Source](https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/)
+2. **Copilot connectors.** On 28 Oct GitHub started rolling out GitHub verified MCP servers, which it calls connectors, in public preview on all Copilot plans. You sign in to a service once and it works across the Copilot app, Copilot CLI, VS Code, Copilot in the cloud and GitHub Mobile. 26 services at launch, among them Slack, Figma, Notion, Sentry and Linear. Business and Enterprise need an admin to switch on a preview policy. [Source](https://github.blog/changelog/2026-10-28-connect-your-tools-to-copilot-without-all-the-setup)
+3. **Shared Copilot Automations.** Also on 28 Oct, automations that combine prompts, triggers and tools can now belong to a repository instead of one person. Everyone with read access sees them, AI credits bill to the repository owner, and actions show as Copilot. Rolling out on Copilot Pro, Pro+, Max, Business and Enterprise. The same day, Agent Merge came to pull requests on GitHub, fixing failing workflows and merge conflicts in the cloud on paid plans ([Agent Merge](https://github.blog/changelog/2026-10-28-agent-merge-watches-and-fixes-pull-requests-in-the-cloud)). [Source](https://github.blog/changelog/2026-10-28-build-shared-workflows-for-your-team-with-copilot-automations)
+
+## Top 3 skills, MCP servers and plugins
+
+1. **Impeccable.** A design skill whose README calls it "The design vocabulary for your coding agent", with commands such as `polish`, `bolder`, `critique` and `audit`. It lists Claude Code, Cursor, Codex CLI, GitHub Copilot, Gemini CLI, OpenCode and more. Apache 2.0, more than 93,000 stars, and 1,472 stars in a day on GitHub trending on 29 Oct. [Source](https://github.com/pbakaus/impeccable)
+2. **Superpowers.** A software development method for coding agents built from composable skills, with install steps for Claude Code, Antigravity, the Codex app and CLI, Cursor, Devin CLI and others. MIT, more than 307,000 stars, and 1,095 stars in a day on GitHub trending on 29 Oct. [Source](https://github.com/obra/superpowers)
+3. **Expo skills.** Official skills from the Expo team for building, deploying, upgrading and debugging Expo apps. Claude Code and Codex install it as a plugin; Cursor, OpenCode, Copilot, Gemini, Cline and others use the skills CLI. MIT, more than 3,600 stars, on GitHub trending on 29 Oct. [Source](https://github.com/expo/skills)
+
+## Top 3 moves from multi agent tools
+
+1. **OpenCode 2.2.1.** Published 29 Oct. `/goal <objective>` lets a session keep working until a reviewer confirms the goal is met, with pause and resume. Opt in scheduled prompts arrive through `/schedule`, and an experimental `image_generate` tool lets agents make or edit images. It drops the fal, Black Forest Labs, Replicate and Stability providers from the `@opencode/ai` package, a breaking change for code that imports them. See [OpenCode alternatives](/blog/opencode-alternatives/). [Source](https://github.com/anomalyco/opencode/releases/tag/v2.2.1)
+2. **Goose 1.57.0.** Published 28 Oct. Its allowlist now requires HTTPS and validates redirects, callers can supply their own session IDs, scheduled runs use recipe settings, and Claude models are asked for summarized thinking. [Source](https://github.com/aaif-goose/goose/releases/tag/v1.57.0)
+3. **Qwen Code 0.26.3.** Published 28 Oct. A persistent Workflow mode can be switched on from the CLI, the SDK or ACP, generated UI cards appear only for clients that can render MCP Apps, and tool results shrink to fit before auto compaction. [Source](https://github.com/QwenLM/qwen-code/releases/tag/v0.26.3)
+
+## Top 3 rising repos
+
+1. **Macro.** A workspace that puts email, messages, docs, tasks, agents and a CRM in one interface with shared team memory, built in SolidJS and Rust. AGPL 3.0, more than 5,500 stars, on GitHub trending on 29 Oct. [Source](https://github.com/macro-inc/macro)
+2. **BAMA.** "Build Any Mac App": 21 agent skills that take a native macOS app in Swift and SwiftUI from idea to the Dock, as a Claude Code or Codex plugin. MIT, created 24 Oct, more than 620 stars on 29 Oct. [Source](https://github.com/daveebbelaar/bama)
+3. **vvv.** Editable Remotion video templates that a coding agent picks, fills and renders from one sentence, installed as a Claude Code plugin, through the skills CLI or as an MCP server. MIT, created 22 Oct, more than 430 stars on 29 Oct. [Source](https://github.com/actionow-ai/vvv)
+
+Stars can rise for reasons other than use: names to watch, not picks.
+
+## Top 3 things people are arguing about
+
+1. **Is Claude Code's status line worth its tokens?** A gist Flamerix AI published on 26 Oct says background agents send their whole transcript to the model about every 30 seconds to write a 3 to 5 word status, and that in its own measurement this was 16.4% of Claude Code's estimated spend. It offers a preload script to turn it off. An open issue on the Claude Code repo, filed 15 Aug, asks for a supported switch. More than 180 points on Hacker News on 29 Oct. [Source](https://gist.github.com/flamerix-ai/c3905705cc4205e5de3011fa2e74efce)
+2. **Can agents do a tax professional's job?** Surge AI's DAYJOB: Tax benchmark, published 27 Oct, gives agents 50 assignments across 1,789 files and passes an attempt only when it meets 95% of the criteria. Claude Sonnet 5.5 leads at a 10.8% pass rate, then Claude Fable 5.1 at 9.6% and Claude Opus 5.5 at 9.2%. More than 220 points on Hacker News on 29 Oct. [Source](https://surgehq.ai/blog/dayjob-tax)
+3. **What do you still need to know when agents write the code?** In a post of 27 Oct, an engineer describes CI failing on a file Codex had kept working on happily, with whole components on single lines, and asks how much a person must still understand of code they did not write. More than 190 points and 100 comments on Hacker News on 29 Oct. [Source](https://blog.adrq.dev/here-be-monsters-what-do-you-still-need-to-know-when-agents-do-the-work)
+
+## How this list is built
+
+For this edition, covering 28 to 29 Oct, we read the GitHub releases of 21 tracked tools, vendor blogs and changelogs, GitHub trending, and the Hacker News front page. We did not read X or Reddit for it. A name only makes a list with a link that was opened and a signal that can be shown: points, stars or a dated release. Repos are checked against the GitHub API before they appear. New here? Start with the [install guide](/blog/how-to-install-and-use-munder-difflin/).
+
+<link rel="stylesheet" href="/blog/assets/media/agent-tools-today-2026-10-29/motion.css"><script defer src="/blog/assets/media/agent-tools-today-2026-10-29/motion.js"></script>
diff --git a/blog/src/posts/gemini-4-argon.md b/blog/src/posts/gemini-4-argon.md
index e5ffb56995..c6c069c193 100644
--- a/blog/src/posts/gemini-4-argon.md
+++ b/blog/src/posts/gemini-4-argon.md
@@ -24,11 +24,13 @@ faq:
 
 Our view: Gemini 4 Argon is worth a test on your longest agent jobs, but the launch price is a countdown. Google put Gemini 4 Argon on general release on 13 October 2026 at $2 input and $10 output per 1M tokens through 30 November 2026. Checked 13 Oct 2026.
 
-New models drive coding agents. [Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of coding agents such as Claude Code, Codex and Gemini CLI on your own computer. Gemini 4 Argon is already in the app's model pickers for Antigravity and Cursor, added by a [pull request](https://github.com/HarnessMD/munder-difflin/pull/738) merged on 13 Oct 2026. The [install guide](/blog/how-to-install-and-use-munder-difflin/) covers setup, and the [Concepts hub](/blog/topics/concepts/) explains the terms.
+New models end up inside the agents you run. [Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. Gemini 4 Argon is already in the app's model pickers for Antigravity and Cursor, added by a [pull request](https://github.com/HarnessMD/munder-difflin/pull/738) merged on 13 Oct 2026. The [install guide](/blog/how-to-install-and-use-munder-difflin/) covers setup, and the [Concepts hub](/blog/topics/concepts/) explains the terms.
 
 ## What is Gemini 4 Argon?
 
-Gemini 4 Argon is Google's newest top model, built for long jobs in coding, office work and security. Google's [developer post](https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/) of 13 October 2026 calls it "our frontier model for complex workflows across real-world software engineering, enterprise knowledge work, and cybersecurity defense".
+Gemini 4 Argon is Google's top model on general release, built for long jobs in coding, office work and security. Google's [developer post](https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/) of 13 October 2026 calls it "our frontier model for complex workflows across real-world software engineering, enterprise knowledge work, and cybersecurity defense".
+
+Announced 28 Oct 2026, Google's next frontier model: [Gemini 4 Carbon](/blog/gemini-4-carbon/).
 
 Google's posts do not say why it is called Argon. The element is a noble gas that reacts with almost nothing, which is not the sales pitch here.
 
diff --git a/blog/src/posts/gemini-4-carbon.md b/blog/src/posts/gemini-4-carbon.md
new file mode 100644
index 0000000000..d40f3e1e44
--- /dev/null
+++ b/blog/src/posts/gemini-4-carbon.md
@@ -0,0 +1,100 @@
+---
+title: "Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)"
+seoTitle: "Gemini 4 Carbon (Oct 2026): Price, Access, Scores vs Argon"
+description: "Gemini 4 Carbon is Google's new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon."
+date: 2026-10-29
+category: concepts
+categoryLabel: Concepts
+type: Non-technical
+primaryKeyword: "gemini 4 carbon"
+secondaryKeywords: ["gemini 4 carbon price", "gemini 4 carbon release date", "gemini 4 carbon vs argon", "gemini 4 carbon api", "fairwind program", "gemini 4 carbon benchmarks"]
+tags: ["Concepts", "AI Agents", "Models"]
+faq:
+  - q: "When was Gemini 4 Carbon released?"
+    a: "Google announced Gemini 4 Carbon on 28 October 2026. Its post says Carbon goes to a subset of cyber defenders starting that week, then gradually to additional trusted partners through the Fairwind Program, and to developers, businesses and consumers later, with no date given."
+  - q: "How much does Gemini 4 Carbon cost?"
+    a: "Google's launch post of 28 Oct 2026 says Carbon will launch at the same introductory price as Argon: $2 per million input tokens and $10 per million output tokens, with cached input at 95% off the input price. After the introductory period, $4 input and $20 output per million tokens will apply, the same post of 28 Oct 2026 says, with no end date given."
+  - q: "Can I use Gemini 4 Carbon in the Gemini API today?"
+    a: "Not as a general developer. On 29 Oct 2026 Google's Gemini API pricing page listed Gemini 4 Argon but not Carbon, and the launch post says Carbon reaches developers, businesses and consumers after early access for cyber defenders."
+  - q: "Is Gemini 4 Carbon better than Gemini 4 Argon?"
+    a: "On Google's own figures, yes on safety and security tests: Carbon has a 0.0% attack success rate on Gray Swan's indirect prompt injection test against 0.7% for Argon, about 2x fewer unsupported claims, and more than 2x the success rate on secure code in internal tests. These are Google's numbers, published 28 Oct 2026."
+  - q: "What should I use until Carbon is open?"
+    a: "Gemini 4 Argon. On 29 Oct 2026 Google's pricing page listed it on the paid tier of the Gemini API at $2 input and $10 output per million tokens through 30 November 2026, and $4 and $20 from 1 December 2026."
+---
+
+Gemini 4 Carbon is Google's new frontier model, announced 28 Oct 2026, and you cannot use it yet unless you are one of the cyber defenders in its first group. Google's post of 28 Oct 2026 says it will launch at Argon's introductory price, $2 input and $10 output per million tokens.
+
+New models end up inside the agents you run. [Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. The [install guide](/blog/how-to-install-and-use-munder-difflin/) covers setup, and the [Concepts hub](/blog/topics/concepts/) explains the terms.
+
+## What is Gemini 4 Carbon?
+
+Gemini 4 Carbon is the model Google placed above [Gemini 4 Argon](/blog/gemini-4-argon/), aimed at long engineering jobs and security work. Google's [launch post](https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/) of 28 October 2026 calls it "our strongest model with state-of-the-art cybersecurity and long horizon capabilities".
+
+The post says Carbon is "built for sustained agentic workflows" and that Google's teams have seen it "run for days" on multi step engineering tasks, such as finding the root cause of subtle bugs across large codebases. It builds on Argon, which the same post says launched two weeks earlier.
+
+<figure class="mg" data-scene="podium"><img src="/blog/assets/media/gemini-4-carbon/podium.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a two step podium stands empty. A block labelled Argon drops onto the lower step with a tag Open now, then a block labelled Carbon drops onto the higher step with a tag Early access."><figcaption>Carbon sits above Argon in Google's Gemini 4 line, per Google's launch post of 28 Oct 2026.</figcaption></figure>
+
+## Who can use Gemini 4 Carbon?
+
+Only a small group for now. Google says that "starting this week" it will give Carbon to a subset of cyber defenders, then "gradually phase access to additional trusted partners" through its [Fairwind Program](https://deepmind.google/fairwind-program/). Developers, businesses and consumers come after that, "as soon as possible", with no date.
+
+Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government's voluntary process for testing models before release. On 29 Oct 2026 the Gemini API [pricing page](https://ai.google.dev/gemini-api/docs/pricing) listed Gemini 4 Argon but had no Carbon entry.
+
+Argon followed the same path. Google's [developer post](https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/) of 13 October 2026 opened it on the paid tier of the Gemini API in Google AI Studio and Android Studio, and to Google AI Ultra subscribers in AI Studio and Google Antigravity.
+
+<figure class="mg" data-scene="ticket"><img src="/blog/assets/media/gemini-4-carbon/ticket.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a row of three ticket stubs is torn off one at a time. The first reads Cyber defenders and is stamped with a mint tick. The second reads Trusted partners and the third reads Developers, both marked Later."><figcaption>Google's rollout order for Carbon: cyber defenders, then trusted partners through Fairwind, then developers, per its post of 28 Oct 2026.</figcaption></figure>
+
+## How much will Gemini 4 Carbon cost?
+
+The same as Argon at launch. Google's post of 28 Oct 2026 says Carbon "will launch at the same introductory price" as Argon: $2 per million input tokens and $10 per million output tokens, with cached input tokens at 95% off the input price. Its footnote adds that after the introductory period, $4 input and $20 output per million tokens apply (28 Oct 2026).
+
+The post does not say when Carbon's introductory period ends. For Argon, the pricing page read on 29 Oct 2026 gives the dates:
+
+| Gemini 4 Argon, paid tier | Through 30 Nov 2026 | From 1 Dec 2026 |
+| --- | --- | --- |
+| Input, per 1M tokens | $2.00 | $4.00 |
+| Output, per 1M tokens, thinking included | $10.00 | $20.00 |
+| Context caching, per 1M tokens | $0.10 | $0.20 |
+
+The same page says Argon "is not available on the Free tier". [Gemini 4 Argon pricing](/blog/gemini-4-argon-pricing/) has the batch prices.
+
+## How does Gemini 4 Carbon compare to Argon?
+
+On Google's numbers, Carbon is stronger on security work and safer in agent tasks. The test rows come from Google's launch post of 28 October 2026; Argon's access and price dates come from its developer post and the pricing page read on 29 Oct 2026.
+
+| Checked 29 Oct 2026 | Gemini 4 Carbon | Gemini 4 Argon |
+| --- | --- | --- |
+| Who can use it | A subset of cyber defenders | Paid tier of the Gemini API |
+| Launch price per 1M tokens | $2 in, $10 out (introductory) | $2 in, $10 out through 30 Nov 2026 |
+| Gray Swan indirect prompt injection, attack success | 0.0% | 0.7% |
+| Unsupported claims, internal test | About 2x fewer | Baseline |
+| Secure code success, internal test | More than 2x | Baseline |
+
+Google also gives these Carbon results on their own, from external tests it says were "evaluated without guardrails": 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on Collinear's CWE-bench for patching. Google says Carbon ranks first on version 5.0 of the Artificial Analysis Intelligence Index at 59, and fourth on WebDev Arena at 1768, up 89 points.
+
+<figure class="mg" data-scene="scale"><img src="/blog/assets/media/gemini-4-carbon/scale.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a balance scale tips as two weights drop onto its pans. The weight labelled Argon reads 0.7%, the weight labelled Carbon reads 0.0%, and a card below reads Prompt injection."><figcaption>Gray Swan indirect prompt injection attack success: 0.7% for Argon, 0.0% for Carbon, per Google's post of 28 Oct 2026.</figcaption></figure>
+
+## What did Google change in how Carbon behaves?
+
+Google lists these changes in its post of 28 Oct 2026, each from its own testing:
+
+- **Fewer shortcuts.** Successful cheating on Terminal-Bench 4.0 fell to 0.0%, with attempts at 0.4%, and high severity misalignment alerts in live coding with Google's teams dropped "by almost 80%".
+- **More honest output.** About 2x fewer unsupported claims than Argon. Carbon puts caveats in the deliverable or lists what is still needed instead of fabricating.
+- **Asks when unclear.** It fetches sources and shows the user discrepancies before acting.
+- **Stays in scope.** Overreach fell 26% and under service 29%.
+
+Our view: these are vendor numbers from one post, so read them as Google's claims until outside tests appear. For long agent jobs today, Argon is the one you can actually open. [How to use Gemini 4 Argon](/blog/how-to-use-gemini-4-argon/) covers setup, and [Gemini 4 Argon vs Claude Opus 5.5](/blog/gemini-4-argon-vs-claude-opus-5-5/) puts it beside Anthropic's model.
+
+## Gemini 4 Carbon at a glance, checked 29 Oct 2026
+
+| | Gemini 4 Carbon |
+| --- | --- |
+| Maker | Google DeepMind |
+| Announced | 28 Oct 2026 |
+| Access | Cyber defenders first, then trusted partners through Fairwind, then developers |
+| Launch price | $2 input and $10 output per 1M tokens, introductory |
+| Price after the introductory period | $4 input and $20 output per 1M tokens |
+| Cached input | 95% off the input price |
+| In the Gemini API pricing page | Not yet |
+
+<link rel="stylesheet" href="/blog/assets/media/gemini-4-carbon/motion.css"><script defer src="/blog/assets/media/gemini-4-carbon/motion.js"></script>
diff --git a/docs/blog/agent-tools-today-2026-10-03/index.html b/docs/blog/agent-tools-today-2026-10-03/index.html
index b681eaae6c..2f98989c0d 100644
--- a/docs/blog/agent-tools-today-2026-10-03/index.html
+++ b/docs/blog/agent-tools-today-2026-10-03/index.html
@@ -249,50 +249,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
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 </article>
 <article class="card t-news">
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+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-04/index.html b/docs/blog/agent-tools-today-2026-10-04/index.html
index b762de707d..00fc2bb7da 100644
--- a/docs/blog/agent-tools-today-2026-10-04/index.html
+++ b/docs/blog/agent-tools-today-2026-10-04/index.html
@@ -248,50 +248,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-05/index.html b/docs/blog/agent-tools-today-2026-10-05/index.html
index 169736d437..2855a475fe 100644
--- a/docs/blog/agent-tools-today-2026-10-05/index.html
+++ b/docs/blog/agent-tools-today-2026-10-05/index.html
@@ -246,50 +246,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-06/index.html b/docs/blog/agent-tools-today-2026-10-06/index.html
index d26b5a44d0..bcf33aea58 100644
--- a/docs/blog/agent-tools-today-2026-10-06/index.html
+++ b/docs/blog/agent-tools-today-2026-10-06/index.html
@@ -247,50 +247,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-07/index.html b/docs/blog/agent-tools-today-2026-10-07/index.html
index c29d053af7..500e1af582 100644
--- a/docs/blog/agent-tools-today-2026-10-07/index.html
+++ b/docs/blog/agent-tools-today-2026-10-07/index.html
@@ -247,50 +247,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-08/index.html b/docs/blog/agent-tools-today-2026-10-08/index.html
index 347a4a6ba5..f097c8e66a 100644
--- a/docs/blog/agent-tools-today-2026-10-08/index.html
+++ b/docs/blog/agent-tools-today-2026-10-08/index.html
@@ -246,50 +246,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-09/index.html b/docs/blog/agent-tools-today-2026-10-09/index.html
index fedb7651b3..28361e0ecc 100644
--- a/docs/blog/agent-tools-today-2026-10-09/index.html
+++ b/docs/blog/agent-tools-today-2026-10-09/index.html
@@ -247,50 +247,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-10/index.html b/docs/blog/agent-tools-today-2026-10-10/index.html
index a5c4c53ea7..5a4342eb6e 100644
--- a/docs/blog/agent-tools-today-2026-10-10/index.html
+++ b/docs/blog/agent-tools-today-2026-10-10/index.html
@@ -247,50 +247,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-11/index.html b/docs/blog/agent-tools-today-2026-10-11/index.html
index 1e7c3b9321..05c2a90bb8 100644
--- a/docs/blog/agent-tools-today-2026-10-11/index.html
+++ b/docs/blog/agent-tools-today-2026-10-11/index.html
@@ -245,50 +245,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-12/index.html b/docs/blog/agent-tools-today-2026-10-12/index.html
index 633da03a18..6454974693 100644
--- a/docs/blog/agent-tools-today-2026-10-12/index.html
+++ b/docs/blog/agent-tools-today-2026-10-12/index.html
@@ -243,50 +243,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-13/index.html b/docs/blog/agent-tools-today-2026-10-13/index.html
index 619a76d622..2e6d09a3d4 100644
--- a/docs/blog/agent-tools-today-2026-10-13/index.html
+++ b/docs/blog/agent-tools-today-2026-10-13/index.html
@@ -243,50 +243,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-15/index.html b/docs/blog/agent-tools-today-2026-10-15/index.html
index 12fc7c7cb4..85003ca78d 100644
--- a/docs/blog/agent-tools-today-2026-10-15/index.html
+++ b/docs/blog/agent-tools-today-2026-10-15/index.html
@@ -242,50 +242,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-16/index.html b/docs/blog/agent-tools-today-2026-10-16/index.html
index 88dc97faaa..189d6241d4 100644
--- a/docs/blog/agent-tools-today-2026-10-16/index.html
+++ b/docs/blog/agent-tools-today-2026-10-16/index.html
@@ -241,50 +241,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-17/index.html b/docs/blog/agent-tools-today-2026-10-17/index.html
index c581d1b0a2..d98c875258 100644
--- a/docs/blog/agent-tools-today-2026-10-17/index.html
+++ b/docs/blog/agent-tools-today-2026-10-17/index.html
@@ -240,50 +240,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-18/index.html b/docs/blog/agent-tools-today-2026-10-18/index.html
index 6e93748107..93938a5d12 100644
--- a/docs/blog/agent-tools-today-2026-10-18/index.html
+++ b/docs/blog/agent-tools-today-2026-10-18/index.html
@@ -240,50 +240,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-19/index.html b/docs/blog/agent-tools-today-2026-10-19/index.html
index 263c879411..e6e684b223 100644
--- a/docs/blog/agent-tools-today-2026-10-19/index.html
+++ b/docs/blog/agent-tools-today-2026-10-19/index.html
@@ -240,50 +240,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-21/index.html b/docs/blog/agent-tools-today-2026-10-21/index.html
index 6d681b9558..d27d682d8e 100644
--- a/docs/blog/agent-tools-today-2026-10-21/index.html
+++ b/docs/blog/agent-tools-today-2026-10-21/index.html
@@ -240,50 +240,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-22/index.html b/docs/blog/agent-tools-today-2026-10-22/index.html
index 99e8ecfde5..1d435d716b 100644
--- a/docs/blog/agent-tools-today-2026-10-22/index.html
+++ b/docs/blog/agent-tools-today-2026-10-22/index.html
@@ -240,50 +240,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-23/index.html b/docs/blog/agent-tools-today-2026-10-23/index.html
index 756c587b69..e6fcfbfb82 100644
--- a/docs/blog/agent-tools-today-2026-10-23/index.html
+++ b/docs/blog/agent-tools-today-2026-10-23/index.html
@@ -241,50 +241,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-22/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-22">Oct 22, 2026</time>
+      <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-22/">Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 22 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
+    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-22/" aria-label="Read: Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell">Read →</a>
+      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-26/index.html b/docs/blog/agent-tools-today-2026-10-26/index.html
index 9c9050095d..857c17f198 100644
--- a/docs/blog/agent-tools-today-2026-10-26/index.html
+++ b/docs/blog/agent-tools-today-2026-10-26/index.html
@@ -241,50 +241,50 @@ <h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="a
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
-    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-22/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-22">Oct 22, 2026</time>
+      <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-22/">Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 22 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
+    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-22/" aria-label="Read: Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell">Read →</a>
+      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/agent-tools-today-2026-10-29/index.html b/docs/blog/agent-tools-today-2026-10-29/index.html
new file mode 100644
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+<title>Agent Tools Today (29 Oct 2026): Launches, Skills, MCP Servers</title>
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+      <a href="/blog/">Blog</a>
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+    <h1>Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</h1>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="byline">
+      <span class="av" aria-hidden="true">MD</span>
+      <strong>Chaitanya Giri</strong>
+      <span class="dot" aria-hidden="true">·</span>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true">·</span>
+      <span>5 min read</span>
+      <span class="tag kind">News</span>
+    </div>
+  </header>
+
+  <div class="hero-wrap wrap"><figure class="fig fig-hero"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="Hand drawn sketch: a front page with five numbered lines, a clock, and a yellow character reading it out" loading="lazy" decoding="async" /></figure></div>
+
+  <div class="post-wrap wrap">
+    <div class="prose">
+      <p>Agent tools today, 29 Oct 2026, in one line: Google announced Gemini 4 Carbon for a first group of cyber defenders, GitHub put verified MCP servers into Copilot, and OpenCode 2.2.1 added a <code>/goal</code> command that keeps a session going until a reviewer agrees. It covers 28 to 29 Oct, checked 29 Oct. An earlier edition is <a href="/blog/agent-tools-today-2026-10-26/">26 Oct</a>.</p>
+<p><a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It is not ranked in the lists below.</p>
+<figure class="mg" data-scene="today"><img src="/blog/assets/media/agent-tools-today-2026-10-29/today.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, three cards are pinned to a cork board one at a time. The first reads Gemini 4 Carbon with a tag Early access, the second Copilot connectors with a tag 26 services, and the third OpenCode 2.2.1 with a tag Goal mode. Tapping a card lifts it off the board or pins it back."><figcaption>The day's three lead items, from Google's launch post, GitHub's changelog and OpenCode's release notes, read 29 Oct 2026.</figcaption></figure>
+<h2 id="top-3-launches" tabindex="-1">Top 3 launches <a class="anchor" href="#top-3-launches" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Gemini 4 Carbon.</strong> Google announced it on 28 Oct as “our strongest model with state-of-the-art cybersecurity and long horizon capabilities”. It goes first to a subset of cyber defenders, then to trusted partners through the Fairwind Program, and to developers later. Google’s post of 28 Oct 2026 gives an introductory price of $2 input and $10 output per million tokens. More than 860 points on Hacker News on 29 Oct. Details in <a href="/blog/gemini-4-carbon/">Gemini 4 Carbon</a>. <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/">Source</a></li>
+<li><strong>Copilot connectors.</strong> On 28 Oct GitHub started rolling out GitHub verified MCP servers, which it calls connectors, in public preview on all Copilot plans. You sign in to a service once and it works across the Copilot app, Copilot CLI, VS Code, Copilot in the cloud and GitHub Mobile. 26 services at launch, among them Slack, Figma, Notion, Sentry and Linear. Business and Enterprise need an admin to switch on a preview policy. <a href="https://github.blog/changelog/2026-10-28-connect-your-tools-to-copilot-without-all-the-setup">Source</a></li>
+<li><strong>Shared Copilot Automations.</strong> Also on 28 Oct, automations that combine prompts, triggers and tools can now belong to a repository instead of one person. Everyone with read access sees them, AI credits bill to the repository owner, and actions show as Copilot. Rolling out on Copilot Pro, Pro+, Max, Business and Enterprise. The same day, Agent Merge came to pull requests on GitHub, fixing failing workflows and merge conflicts in the cloud on paid plans (<a href="https://github.blog/changelog/2026-10-28-agent-merge-watches-and-fixes-pull-requests-in-the-cloud">Agent Merge</a>). <a href="https://github.blog/changelog/2026-10-28-build-shared-workflows-for-your-team-with-copilot-automations">Source</a></li>
+</ol>
+<h2 id="top-3-skills-mcp-servers-and-plugins" tabindex="-1">Top 3 skills, MCP servers and plugins <a class="anchor" href="#top-3-skills-mcp-servers-and-plugins" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Impeccable.</strong> A design skill whose README calls it “The design vocabulary for your coding agent”, with commands such as <code>polish</code>, <code>bolder</code>, <code>critique</code> and <code>audit</code>. It lists Claude Code, Cursor, Codex CLI, GitHub Copilot, Gemini CLI, OpenCode and more. Apache 2.0, more than 93,000 stars, and 1,472 stars in a day on GitHub trending on 29 Oct. <a href="https://github.com/pbakaus/impeccable">Source</a></li>
+<li><strong>Superpowers.</strong> A software development method for coding agents built from composable skills, with install steps for Claude Code, Antigravity, the Codex app and CLI, Cursor, Devin CLI and others. MIT, more than 307,000 stars, and 1,095 stars in a day on GitHub trending on 29 Oct. <a href="https://github.com/obra/superpowers">Source</a></li>
+<li><strong>Expo skills.</strong> Official skills from the Expo team for building, deploying, upgrading and debugging Expo apps. Claude Code and Codex install it as a plugin; Cursor, OpenCode, Copilot, Gemini, Cline and others use the skills CLI. MIT, more than 3,600 stars, on GitHub trending on 29 Oct. <a href="https://github.com/expo/skills">Source</a></li>
+</ol>
+<h2 id="top-3-moves-from-multi-agent-tools" tabindex="-1">Top 3 moves from multi agent tools <a class="anchor" href="#top-3-moves-from-multi-agent-tools" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>OpenCode 2.2.1.</strong> Published 29 Oct. <code>/goal &lt;objective&gt;</code> lets a session keep working until a reviewer confirms the goal is met, with pause and resume. Opt in scheduled prompts arrive through <code>/schedule</code>, and an experimental <code>image_generate</code> tool lets agents make or edit images. It drops the fal, Black Forest Labs, Replicate and Stability providers from the <code>@opencode/ai</code> package, a breaking change for code that imports them. See <a href="/blog/opencode-alternatives/">OpenCode alternatives</a>. <a href="https://github.com/anomalyco/opencode/releases/tag/v2.2.1">Source</a></li>
+<li><strong>Goose 1.57.0.</strong> Published 28 Oct. Its allowlist now requires HTTPS and validates redirects, callers can supply their own session IDs, scheduled runs use recipe settings, and Claude models are asked for summarized thinking. <a href="https://github.com/aaif-goose/goose/releases/tag/v1.57.0">Source</a></li>
+<li><strong>Qwen Code 0.26.3.</strong> Published 28 Oct. A persistent Workflow mode can be switched on from the CLI, the SDK or ACP, generated UI cards appear only for clients that can render MCP Apps, and tool results shrink to fit before auto compaction. <a href="https://github.com/QwenLM/qwen-code/releases/tag/v0.26.3">Source</a></li>
+</ol>
+<h2 id="top-3-rising-repos" tabindex="-1">Top 3 rising repos <a class="anchor" href="#top-3-rising-repos" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Macro.</strong> A workspace that puts email, messages, docs, tasks, agents and a CRM in one interface with shared team memory, built in SolidJS and Rust. AGPL 3.0, more than 5,500 stars, on GitHub trending on 29 Oct. <a href="https://github.com/macro-inc/macro">Source</a></li>
+<li><strong>BAMA.</strong> “Build Any Mac App”: 21 agent skills that take a native macOS app in Swift and SwiftUI from idea to the Dock, as a Claude Code or Codex plugin. MIT, created 24 Oct, more than 620 stars on 29 Oct. <a href="https://github.com/daveebbelaar/bama">Source</a></li>
+<li><strong>vvv.</strong> Editable Remotion video templates that a coding agent picks, fills and renders from one sentence, installed as a Claude Code plugin, through the skills CLI or as an MCP server. MIT, created 22 Oct, more than 430 stars on 29 Oct. <a href="https://github.com/actionow-ai/vvv">Source</a></li>
+</ol>
+<p>Stars can rise for reasons other than use: names to watch, not picks.</p>
+<h2 id="top-3-things-people-are-arguing-about" tabindex="-1">Top 3 things people are arguing about <a class="anchor" href="#top-3-things-people-are-arguing-about" aria-hidden="true">#</a></h2>
+<ol>
+<li><strong>Is Claude Code’s status line worth its tokens?</strong> A gist Flamerix AI published on 26 Oct says background agents send their whole transcript to the model about every 30 seconds to write a 3 to 5 word status, and that in its own measurement this was 16.4% of Claude Code’s estimated spend. It offers a preload script to turn it off. An open issue on the Claude Code repo, filed 15 Aug, asks for a supported switch. More than 180 points on Hacker News on 29 Oct. <a href="https://gist.github.com/flamerix-ai/c3905705cc4205e5de3011fa2e74efce">Source</a></li>
+<li><strong>Can agents do a tax professional’s job?</strong> Surge AI’s DAYJOB: Tax benchmark, published 27 Oct, gives agents 50 assignments across 1,789 files and passes an attempt only when it meets 95% of the criteria. Claude Sonnet 5.5 leads at a 10.8% pass rate, then Claude Fable 5.1 at 9.6% and Claude Opus 5.5 at 9.2%. More than 220 points on Hacker News on 29 Oct. <a href="https://surgehq.ai/blog/dayjob-tax">Source</a></li>
+<li><strong>What do you still need to know when agents write the code?</strong> In a post of 27 Oct, an engineer describes CI failing on a file Codex had kept working on happily, with whole components on single lines, and asks how much a person must still understand of code they did not write. More than 190 points and 100 comments on Hacker News on 29 Oct. <a href="https://blog.adrq.dev/here-be-monsters-what-do-you-still-need-to-know-when-agents-do-the-work">Source</a></li>
+</ol>
+<h2 id="how-this-list-is-built" tabindex="-1">How this list is built <a class="anchor" href="#how-this-list-is-built" aria-hidden="true">#</a></h2>
+<p>For this edition, covering 28 to 29 Oct, we read the GitHub releases of 21 tracked tools, vendor blogs and changelogs, GitHub trending, and the Hacker News front page. We did not read X or Reddit for it. A name only makes a list with a link that was opened and a signal that can be shown: points, stars or a dated release. Repos are checked against the GitHub API before they appear. New here? Start with the <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a>.</p>
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+
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+      </div>
+      
+    </div>
+
+    
+    <aside class="toc-rail" aria-label="Table of contents">
+      <div class="tt">On this page</div>
+      <ol>
+        <li class="lvl-2"><a href="#top-3-launches">Top 3 launches</a></li><li class="lvl-2"><a href="#top-3-skills-mcp-servers-and-plugins">Top 3 skills, MCP servers and plugins</a></li><li class="lvl-2"><a href="#top-3-moves-from-multi-agent-tools">Top 3 moves from multi agent tools</a></li><li class="lvl-2"><a href="#top-3-rising-repos">Top 3 rising repos</a></li><li class="lvl-2"><a href="#top-3-things-people-are-arguing-about">Top 3 things people are arguing about</a></li><li class="lvl-2"><a href="#how-this-list-is-built">How this list is built</a></li>
+      </ol>
+    </aside>
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+
+  <footer class="post-foot wrap"><div class="prevnext">
+      <a class="pn prev" href="/blog/gemini-4-carbon/"><span class="k">← Older</span><span class="t">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</span></a>
+      <span></span>
+    </div>
+    <section class="related">
+      <h2>Related in News</h2>
+      <div class="post-grid">
+        <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
+  <a class="thumb t-news" href="/blog/black-october-php2shell/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/black-october-php2shell/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/black-october-php2shell/">Black October: What PHP2Shell Is and How to Patch (Oct 2026)</a></h3>
+    <p class="dek">Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/black-october-php2shell/" aria-label="Read: Black October: What PHP2Shell Is and How to Patch (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+
+      </div>
+    </section>
+    
+  </footer>
+</article>
+
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+<footer class="site-foot">
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+    <div class="foot-top">
+      <a class="foot-brand brand" href="https://munderdiffl.in" aria-label="Munder Difflin home">
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diff --git a/docs/blog/agents-rule-of-two/index.html b/docs/blog/agents-rule-of-two/index.html
index e3a7731936..7409d74bd0 100644
--- a/docs/blog/agents-rule-of-two/index.html
+++ b/docs/blog/agents-rule-of-two/index.html
@@ -331,6 +331,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -362,22 +378,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/ai-agent-glossary/index.html b/docs/blog/ai-agent-glossary/index.html
index 3aa88090f0..85fd073d27 100644
--- a/docs/blog/ai-agent-glossary/index.html
+++ b/docs/blog/ai-agent-glossary/index.html
@@ -303,6 +303,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -334,22 +350,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.css b/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.css
new file mode 100644
index 0000000000..268927dd39
--- /dev/null
+++ b/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Agent Tools Today, 29 Oct 2026". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.js b/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.js
new file mode 100644
index 0000000000..37049aa4ef
--- /dev/null
+++ b/docs/blog/assets/media/agent-tools-today-2026-10-29/motion.js
@@ -0,0 +1,119 @@
+/* Bright coded scenes for "Agent Tools Today, 29 Oct 2026". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+
+  const SC = {};
+
+  /* ---- today: three cards pinned to a cork board, one at a time ---- */
+  SC.today = {
+    dur: 7, still: 7,
+    build(svg, api) {
+      el("rect", { x: 28, y: 28, width: 744, height: 544, rx: 28, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      el("rect", { x: 52, y: 52, width: 696, height: 496, rx: 16, fill: YEL, stroke: INK, "stroke-width": 2.5 }, svg);
+      let seed = 11; const rnd = () => (seed = (seed * 9301 + 49297) % 233280) / 233280;
+      for (let i = 0; i < 120; i++) el("circle", { cx: 68 + rnd() * 664, cy: 68 + rnd() * 464, r: 1.4 + rnd() * 1.8, fill: "#fff" }, svg);
+      const CARDS = [
+        ["Gemini 4", "Carbon", "Early access", SKY, BLUE, -3],
+        ["Copilot", "connectors", "26 services", LIL, MINT, 2],
+        ["OpenCode", "2.2.1", "Goal mode", MINT, LIL, -2],
+      ];
+      const X = [186, 400, 614], Y = 306, A = (i) => 0.5 + i * 1.15;
+      let touched = false;
+      const cards = CARDS.map(([a, b, tag, chip, pc, r0], i) => {
+        const slot = el("g", { opacity: 0, transform: `translate(${X[i]} ${Y}) rotate(${r0})` }, svg);
+        el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: "none", stroke: INK, "stroke-width": 2, "stroke-dasharray": "6 8" }, slot);
+        el("circle", { cx: 0, cy: -92, r: 3, fill: INK }, slot);
+        const g = el("g", {}, svg);
+        const sh = el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: LIL, stroke: INK, "stroke-width": 3 }, g);
+        el("rect", { x: -98, y: -118, width: 196, height: 236, rx: 14, fill: "#fff", stroke: INK, "stroke-width": 3 }, g);
+        el("rect", { x: -108, y: -128, width: 216, height: 256, rx: 20, fill: "none", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "4 6", class: "mg-ring" }, g);
+        txt(g, 0, -12, a, { "text-anchor": "middle", "font-family": MONO, "font-size": 25, "font-weight": 700 });
+        txt(g, 0, 22, b, { "text-anchor": "middle", "font-family": MONO, "font-size": 25, "font-weight": 700 });
+        el("rect", { x: -76, y: 54, width: 152, height: 40, rx: 20, fill: chip, stroke: INK, "stroke-width": 2.5 }, g);
+        txt(g, 0, 81, tag, { "text-anchor": "middle", "font-size": 19, "font-weight": 600 });
+        const pin = el("g", {}, g);
+        const needle = el("path", { d: "M0 4 V28", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, pin);
+        el("circle", { r: 14, fill: pc, stroke: INK, "stroke-width": 3 }, pin);
+        el("circle", { cx: -4, cy: -4, r: 4, fill: "#fff" }, pin);
+        const st = { up: false, at: -99, from: 0, k: 0 };
+        button(g, `${a} ${b}, ${tag}`, () => {
+          st.from = st.k; st.up = !st.up; st.at = api.now(); touched = true;
+          g.setAttribute("aria-pressed", String(st.up));
+          if (st.up) svg.appendChild(g);
+          if (api.calm) api.redraw(); else api.poke();
+        });
+        g.setAttribute("aria-pressed", "false");
+        return { slot, g, sh, pin, needle, st, r0, x: X[i] };
+      });
+      return (t, now) => {
+        if (touched) t = SC.today.dur;
+        cards.forEach((c, i) => {
+          const a0 = A(i), d = oc(seg(t, a0, a0 + 0.45)), p = seg(t, a0 + 0.4, a0 + 0.8);
+          c.g.setAttribute("visibility", t >= a0 ? "visible" : "hidden");
+          const s = c.st, u = api.calm ? 1 : seg(now - s.at, 0, 0.4);
+          s.k = s.up ? s.from + (1 - s.from) * oc(u) : s.from * (1 - ob(u));
+          const k = s.k, kk = cl(k), bump = Math.sin(seg(t, a0 + 0.72, a0 + 0.95) * Math.PI) * 0.02;
+          tf(c.g, c.x, Y - 50 * (1 - d) - 30 * k, 1 + 0.05 * (1 - d) + 0.04 * k - bump, c.r0 * (1 - kk));
+          c.sh.setAttribute("transform", `translate(${6 * kk} ${10 * kk})`);
+          c.slot.setAttribute("opacity", kk > 0.35 ? 1 : 0);
+          const fall = 1 - ob(p);
+          c.pin.setAttribute("transform", `translate(0 ${-92 - 56 * fall - 64 * kk}) rotate(${22 * kk})`);
+          c.pin.setAttribute("opacity", p > 0 ? 1 : 0);
+          c.needle.setAttribute("opacity", kk > 0.05 || p < 1 ? 1 : 0);
+        });
+      };
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    const api = {
+      now: clock, calm: calm || frozen,
+      seek: (s) => { off = s - clock(); held = false; tick(); },
+      poke: () => { held = false; tick(); },
+      redraw: () => { if (frozen) draw(isNaN(fixed) ? sc.still : fixed, clock()); else tick(); },
+    };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/docs/blog/assets/media/agent-tools-today-2026-10-29/today.png b/docs/blog/assets/media/agent-tools-today-2026-10-29/today.png
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diff --git a/docs/blog/assets/media/gemini-4-carbon/motion.css b/docs/blog/assets/media/gemini-4-carbon/motion.css
new file mode 100644
index 0000000000..117928abec
--- /dev/null
+++ b/docs/blog/assets/media/gemini-4-carbon/motion.css
@@ -0,0 +1,13 @@
+/* Bright coded scenes for "Gemini 4 Carbon". Pairs with motion.js. */
+.prose figure.mg { margin: 42px 0; }
+.prose figure.mg img, .mg .mg-svg { display: block; width: 100%; height: auto; border: 1px solid #1A1320; border-radius: 18px; background: #fff; }
+.mg figcaption { font: 500 13px/1.5 "Space Grotesk", system-ui, sans-serif; color: #6B5878; padding-top: 10px; text-align: center; }
+.mg .mg-svg { touch-action: manipulation; -webkit-tap-highlight-color: transparent; }
+.mg .mg-svg text { -webkit-user-select: none; user-select: none; pointer-events: none; }
+.mg .mg-hit { cursor: pointer; outline: none; }
+.mg [role="slider"] { cursor: grab; touch-action: none; }
+.mg .mg-ring { stroke-opacity: 0; transition: stroke-opacity 0.15s; }
+.mg .mg-hit:focus-visible .mg-ring { stroke-opacity: 1; }
+.mg [role="slider"]:focus-visible circle:nth-child(2) { stroke-width: 5; }
+@media (hover: hover) { .mg .mg-hit:hover .mg-ring { stroke-opacity: 0.5; } }
+@media (prefers-reduced-motion: reduce) { .mg .mg-ring { transition: none; } }
diff --git a/docs/blog/assets/media/gemini-4-carbon/motion.js b/docs/blog/assets/media/gemini-4-carbon/motion.js
new file mode 100644
index 0000000000..a63fd8babc
--- /dev/null
+++ b/docs/blog/assets/media/gemini-4-carbon/motion.js
@@ -0,0 +1,218 @@
+/* Bright coded scenes for "Gemini 4 Carbon". Vanilla JS, no library.
+   <figure class="mg" data-scene="NAME"> holds a still image; this script swaps in a live SVG.
+   Plays only in view, honours reduced motion, "?mgstill" freezes each scene on its still frame. */
+(() => {
+  const NS = "http://www.w3.org/2000/svg";
+  const INK = "#1A1320", YEL = "#FFCA54", BLUE = "#6C8EF5", LIL = "#B69CFF", MINT = "#7FD8AE", SKY = "#9AD8FF", SOFT = "#F1ECF9", MUTE = "#7A6A88";
+  const SANS = '"Space Grotesk", system-ui, sans-serif', MONO = '"JetBrains Mono", ui-monospace, monospace';
+  const el = (t, a = {}, p) => { const n = document.createElementNS(NS, t); for (const k in a) n.setAttribute(k, a[k]); if (p) p.appendChild(n); return n; };
+  const txt = (p, x, y, s, a = {}) => { const n = el("text", Object.assign({ x, y, "font-family": SANS, "font-size": 24, "font-weight": 600, fill: INK }, a), p); n.textContent = s; return n; };
+  const cl = (v, a = 0, b = 1) => Math.max(a, Math.min(b, v));
+  const seg = (t, a, b) => cl((t - a) / (b - a));
+  const oc = (x) => 1 - Math.pow(1 - x, 3);
+  const ob = (x) => { const c = 1.70158; return 1 + (c + 1) * Math.pow(x - 1, 3) + c * Math.pow(x - 1, 2); };
+  const io = (x) => (x < 0.5 ? 4 * x * x * x : 1 - Math.pow(-2 * x + 2, 3) / 2);
+  const tf = (n, x, y, s = 1, r = 0) => n.setAttribute("transform", `translate(${x} ${y}) rotate(${r}) scale(${s})`);
+  const button = (g, label, fn) => {
+    g.setAttribute("role", "button"); g.setAttribute("tabindex", "0"); g.setAttribute("aria-label", label); g.classList.add("mg-hit");
+    g.addEventListener("click", fn);
+    g.addEventListener("keydown", (e) => { if (e.key === "Enter" || e.key === " ") { e.preventDefault(); fn(); } });
+  };
+  // a transparent hit area plus a dashed focus ring, both the same box
+  const hitbox = (g, x, y, w, h, r = 20) => {
+    el("rect", { x, y, width: w, height: h, rx: r, fill: "#fff", "fill-opacity": 0 }, g);
+    el("rect", { x, y, width: w, height: h, rx: r, fill: "none", stroke: INK, "stroke-width": 2, "stroke-dasharray": "4 7", class: "mg-ring" }, g);
+  };
+  const chip = (p, label, fill, w) => {
+    const g = el("g", {}, p);
+    el("rect", { x: -w / 2, y: -21, width: w, height: 42, rx: 21, fill, stroke: INK, "stroke-width": 2.5 }, g);
+    txt(g, 0, 8, label, { "text-anchor": "middle", "font-size": 22, "font-weight": 700 });
+    return g;
+  };
+
+  const SC = {};
+
+  /* ---- 1. two blocks drop onto a two step podium ---- */
+  SC.podium = {
+    dur: 8, still: 5,
+    build(svg, api) {
+      const stage = el("g", {}, svg);
+      el("path", { d: "M80 500 H720", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, stage);
+      el("rect", { x: 130, y: 380, width: 260, height: 120, fill: SOFT, stroke: INK, "stroke-width": 3 }, stage);
+      el("rect", { x: 390, y: 260, width: 260, height: 240, fill: SOFT, stroke: INK, "stroke-width": 3 }, stage);
+      const blocks = [
+        { x: 160, top: 270, fill: SKY, name: "Argon", tag: "Open now", tagFill: MINT, tagW: 150, fall: 0.6 },
+        { x: 420, top: 150, fill: LIL, name: "Carbon", tag: "Early access", tagFill: YEL, tagW: 190, fall: 2.2 },
+      ].map((b) => {
+        const g = el("g", {}, stage);
+        el("rect", { x: b.x, y: b.top, width: 200, height: 110, rx: 14, fill: b.fill, stroke: INK, "stroke-width": 3 }, g);
+        txt(g, b.x + 100, b.top + 67, b.name, { "text-anchor": "middle", "font-family": MONO, "font-size": 34, "font-weight": 700 });
+        const tag = chip(stage, b.tag, b.tagFill, b.tagW);
+        return Object.assign(b, { g, tag });
+      });
+      const hit = el("g", {}, svg);
+      hitbox(hit, 70, 70, 660, 450);
+      button(hit, "Replay the blocks dropping onto the podium", () => api.seek(0));
+      return (t) => {
+        const out = 1 - seg(t, 7.4, 8);
+        blocks.forEach((b) => {
+          const k = seg(t, b.fall, b.fall + 0.6), land = Math.sin(Math.PI * seg(t, b.fall + 0.6, b.fall + 0.9));
+          const dy = -(b.top + 140) * (1 - k * k), cx = b.x + 100, by = b.top + 110;
+          b.g.setAttribute("transform", `translate(0 ${dy}) translate(${cx} ${by}) scale(${1 + 0.08 * land} ${1 - 0.12 * land}) translate(${-cx} ${-by})`);
+          b.g.setAttribute("opacity", t < b.fall ? 0 : out);
+          const p = seg(t, b.fall + 0.9, b.fall + 1.3);
+          tf(b.tag, cx, b.top - 44, 0.4 + 0.6 * ob(p));
+          b.tag.setAttribute("opacity", p <= 0 ? 0 : Math.min(cl(p * 3), out));
+        });
+      };
+    },
+  };
+
+  /* ---- 2. three ticket stubs tear off in rollout order ---- */
+  SC.ticket = {
+    dur: 8, still: 5.5,
+    build(svg, api) {
+      el("rect", { x: 40, y: 112, width: 720, height: 40, rx: 12, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      const stubs = [
+        { lines: ["Cyber", "defenders"], fill: YEL, tick: true },
+        { lines: ["Trusted", "partners"], fill: SKY },
+        { lines: ["Developers"], fill: LIL },
+      ].map((s, i) => {
+        const x = 65 + i * 240, g = el("g", {}, svg);
+        el("path", { d: `M${x + 30} 156 V164 M${x + 160} 156 V164`, stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+        const card = el("g", {}, g);
+        el("path", { d: "M0 0 H190 V136 A16 16 0 0 0 190 168 V290 H0 V168 A16 16 0 0 0 0 136 Z", fill: s.fill, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, card);
+        el("path", { d: "M14 14 H176", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "6 7", "stroke-linecap": "round" }, card);
+        el("path", { d: "M18 152 H172", stroke: INK, "stroke-width": 2, "stroke-dasharray": "2 9", "stroke-linecap": "round" }, card);
+        s.lines.forEach((l, j) => txt(card, 95, (s.lines.length === 1 ? 92 : 74) + j * 36, l, { "text-anchor": "middle", "font-size": 28, "font-weight": 700 }));
+        const stamp = el("g", {}, card);
+        if (s.tick) {
+          el("circle", { r: 44, fill: MINT, stroke: INK, "stroke-width": 3 }, stamp);
+          el("path", { d: "M-20 2 L-6 16 L20 -14", stroke: INK, "stroke-width": 7, fill: "none", "stroke-linecap": "round", "stroke-linejoin": "round" }, stamp);
+        } else {
+          el("rect", { x: -64, y: -26, width: 128, height: 52, rx: 14, fill: "#fff", stroke: INK, "stroke-width": 2.5, "stroke-dasharray": "6 5" }, stamp);
+          txt(stamp, 0, 9, "Later", { "text-anchor": "middle", "font-size": 26, "font-weight": 700 });
+        }
+        hitbox(g, x - 14, 160, 218, 400);
+        const st = { x, card, stamp, at: 0.8 + i * 1.2, ov: null, k: 0, rot: i === 1 ? 2 : i === 0 ? -3 : 4 };
+        button(g, `${s.lines.join(" ")}: tear off or put back`, () => {
+          const now = api.now(); st.ov = { from: st.k, to: st.k < 0.5 ? 1 : 0, at: now }; api.poke();
+        });
+        return st;
+      });
+      return (t, now) => {
+        stubs.forEach((s) => {
+          let k;
+          if (s.ov) k = s.ov.from + (s.ov.to - s.ov.from) * (api.calm ? 1 : oc(seg(now - s.ov.at, 0, 0.55)));
+          else k = oc(seg(t, s.at, s.at + 0.7)) * (1 - io(seg(t, 7.3, 7.9)));
+          s.k = k;
+          s.card.setAttribute("transform", `translate(${s.x} ${166 + 70 * k}) rotate(${s.rot * k} 95 0)`);
+          const p = seg(k, 0.55, 1);
+          tf(s.stamp, 95, 222, p <= 0 ? 0.001 : 0.3 + 0.7 * ob(p), -8);
+          s.stamp.setAttribute("opacity", cl(p * 3));
+        });
+      };
+    },
+  };
+
+  /* ---- 3. a balance scale tips as two weights land ---- */
+  SC.scale = {
+    dur: 8, still: 5.5,
+    build(svg, api) {
+      const P = [400, 120], HALF = 210, HANG = 190;
+      const g = el("g", {}, svg);
+      el("path", { d: "M394 120 H406 V440 H394 Z", fill: SOFT, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, g);
+      el("path", { d: "M330 470 L350 440 H450 L470 470 Z", fill: BLUE, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, g);
+      const beam = el("g", {}, g);
+      el("rect", { x: -HALF - 6, y: -7, width: 2 * HALF + 12, height: 14, rx: 7, fill: BLUE, stroke: INK, "stroke-width": 3 }, beam);
+      const pans = [
+        { name: "Argon", pct: "0.7%", fill: SKY, side: -1, land: 1.1 },
+        { name: "Carbon", pct: "0.0%", fill: LIL, side: 1, land: 2.5 },
+      ].map((w) => {
+        const pan = el("g", {}, g);
+        el("path", { d: `M0 ${-HANG} L-110 0 M0 ${-HANG} L110 0`, stroke: INK, "stroke-width": 2.5, "stroke-linecap": "round" }, pan);
+        el("circle", { cx: 0, cy: -HANG, r: 6, fill: YEL, stroke: INK, "stroke-width": 2.5 }, pan);
+        const wt = el("g", {}, pan);
+        el("path", { d: "M-14 -96 A14 14 0 0 1 14 -96", fill: "none", stroke: INK, "stroke-width": 5, "stroke-linecap": "round" }, wt);
+        el("path", { d: "M-45 -96 H45 L65 -8 Q66 0 58 0 H-58 Q-66 0 -65 -8 Z", fill: w.fill, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, wt);
+        txt(wt, 0, -60, w.name, { "text-anchor": "middle", "font-family": MONO, "font-size": 20, "font-weight": 700 });
+        txt(wt, 0, -20, w.pct, { "text-anchor": "middle", "font-size": 30, "font-weight": 700 });
+        el("path", { d: "M-110 0 Q0 34 110 0 Z", fill: SOFT, stroke: INK, "stroke-width": 3, "stroke-linejoin": "round" }, pan);
+        return Object.assign(w, { pan, wt });
+      });
+      el("circle", { cx: P[0], cy: P[1], r: 14, fill: YEL, stroke: INK, "stroke-width": 3 }, g);
+      const card = el("g", {}, svg);
+      el("rect", { x: 230, y: 500, width: 340, height: 60, rx: 16, fill: YEL, stroke: INK, "stroke-width": 3 }, card);
+      txt(card, 400, 539, "Prompt injection", { "text-anchor": "middle", "font-size": 26, "font-weight": 700 });
+      hitbox(g, 60, 24, 680, 462);
+      button(g, "Drop the weights onto the scale again", () => api.seek(0));
+      const sp = (x) => (x <= 0 ? 0 : 1 - Math.exp(-3.5 * x) * Math.cos(8 * x));
+      return (t) => {
+        const out = io(seg(t, 7.3, 7.9));
+        const a = (-13 * sp(t - pans[0].land) + 3 * sp(t - pans[1].land)) * (1 - out), r = (a * Math.PI) / 180;
+        beam.setAttribute("transform", `translate(${P[0]} ${P[1]}) rotate(${a})`);
+        pans.forEach((w) => {
+          const ex = P[0] + w.side * HALF * Math.cos(r), ey = P[1] + w.side * HALF * Math.sin(r);
+          w.pan.setAttribute("transform", `translate(${ex} ${ey + HANG})`);
+          const k = seg(t, w.land - 0.5, w.land);
+          w.wt.setAttribute("transform", `translate(0 ${-420 * (1 - k * k) - 40 * out})`);
+          w.wt.setAttribute("opacity", t < w.land - 0.5 ? 0 : 1 - out);
+        });
+      };
+    },
+  };
+
+  /* ---- title card, 16 by 9 ---- */
+  SC.hero = {
+    w: 960, h: 540, dur: 1, still: 0,
+    build(svg) {
+      el("rect", { x: 64, y: 64, width: 150, height: 44, rx: 22, fill: YEL, stroke: INK, "stroke-width": 2.5 }, svg);
+      txt(svg, 139, 93, "Concepts", { "text-anchor": "middle", "font-size": 21, "font-weight": 700 });
+      txt(svg, 64, 214, "Gemini 4", { "font-size": 88, "font-weight": 700 });
+      txt(svg, 64, 306, "Carbon", { "font-size": 88, "font-weight": 700 });
+      el("path", { d: "M66 334 H330", stroke: LIL, "stroke-width": 14, "stroke-linecap": "round" }, svg);
+      txt(svg, 64, 392, "Early access, Argon's price", { "font-size": 30, "font-weight": 500, fill: MUTE });
+      txt(svg, 64, 452, "Checked 29 Oct 2026", { "font-size": 20, "font-weight": 500, fill: MUTE });
+      el("path", { d: "M540 470 H910", stroke: INK, "stroke-width": 3, "stroke-linecap": "round" }, svg);
+      el("rect", { x: 560, y: 380, width: 160, height: 90, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      el("rect", { x: 720, y: 270, width: 160, height: 200, fill: SOFT, stroke: INK, "stroke-width": 3 }, svg);
+      [[575, 300, SKY, "Argon"], [735, 190, LIL, "Carbon"]].forEach(([x, y, f, n]) => {
+        el("rect", { x, y, width: 130, height: 80, rx: 12, fill: f, stroke: INK, "stroke-width": 3 }, svg);
+        txt(svg, x + 65, y + 50, n, { "text-anchor": "middle", "font-family": MONO, "font-size": 26, "font-weight": 700 });
+      });
+      return () => {};
+    },
+  };
+
+  /* ---- player ---- */
+  const q = new URLSearchParams(location.search), frozen = q.has("mgstill"), fixed = parseFloat(q.get("mgstill"));
+  const calm = matchMedia("(prefers-reduced-motion: reduce)").matches;
+  const mount = (fig) => {
+    const sc = SC[fig.dataset.scene], img = fig.querySelector("img"); if (!sc || !img) return;
+    const W = sc.w || 800, H = sc.h || 600;
+    const svg = el("svg", { viewBox: `0 0 ${W} ${H}`, class: "mg-svg", role: "group", "aria-label": img.alt || "" });
+    svg.style.aspectRatio = `${W} / ${H}`;
+    el("rect", { width: W, height: H, fill: "#fff" }, svg);
+    img.replaceWith(svg);
+    let off = 0, raf = 0, seen = false, started = false, held = calm;
+    const base = performance.now(), clock = () => (performance.now() - base) / 1000;
+    let draw = () => {};
+    const frame = () => { const now = clock(); draw(held ? sc.still : (((now + off) % sc.dur) + sc.dur) % sc.dur, now); };
+    const tick = () => { cancelAnimationFrame(raf); frame(); if (seen && !held) raf = requestAnimationFrame(tick); };
+    // reduced motion: replays keep the still frame, toggles snap instead of easing
+    const api = { calm, now: clock, seek: (s) => { off = s - clock(); if (!calm) held = false; tick(); }, poke: () => { if (calm) { frame(); setTimeout(frame, 0); return; } held = false; tick(); } };
+    draw = sc.build(svg, api);
+    if (frozen) { draw(isNaN(fixed) ? sc.still : fixed, 0); return; }
+    new IntersectionObserver(([e]) => {
+      seen = e.isIntersecting;
+      if (seen) { if (!started) { started = true; off = -clock(); } tick(); if (!fig.dataset.sent && window.posthog) { fig.dataset.sent = 1; window.posthog.capture("blog_scene_view", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } }
+      else cancelAnimationFrame(raf);
+    }, { threshold: 0.25 }).observe(fig);
+    svg.addEventListener("click", () => { if (!fig.dataset.hit && window.posthog) { fig.dataset.hit = 1; window.posthog.capture("blog_scene_interact", { slug: location.pathname.split("/").filter(Boolean).pop(), scene: fig.dataset.scene }); } });
+    frame();
+  };
+  const go = () => document.querySelectorAll("figure.mg[data-scene]").forEach(mount);
+  const fonts = document.fonts && document.fonts.load ? Promise.all([document.fonts.load('700 32px "Space Grotesk"'), document.fonts.load('500 20px "Space Grotesk"'), document.fonts.load('700 20px "JetBrains Mono"')]).catch(() => {}) : Promise.resolve();
+  const start = () => fonts.then(go, go);
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", start); else start();
+})();
diff --git a/docs/blog/assets/media/gemini-4-carbon/podium.png b/docs/blog/assets/media/gemini-4-carbon/podium.png
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diff --git a/docs/blog/black-october-php2shell/index.html b/docs/blog/black-october-php2shell/index.html
index 1b00fded4d..2865a9d488 100644
--- a/docs/blog/black-october-php2shell/index.html
+++ b/docs/blog/black-october-php2shell/index.html
@@ -326,50 +326,50 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in News</h2>
       <div class="post-grid">
         <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-26">Oct 26, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-23">Oct 23, 2026</time>
+      <time datetime="2026-10-26">Oct 26, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-26/" aria-label="Read: Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-news">
-  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-22/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-23/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-22">Oct 22, 2026</time>
+      <time datetime="2026-10-23">Oct 23, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>5 min</span>
     </div>
-    <h3><a href="/blog/agent-tools-today-2026-10-22/">Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell</a></h3>
-    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 22 Oct 2026, each with its source.</p>
+    <h3><a href="/blog/agent-tools-today-2026-10-23/">Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell</a></h3>
+    <p class="dek">The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.</p>
     <div class="foot">
       <span class="tag kind">News</span>
-      <a class="more" href="/blog/agent-tools-today-2026-10-22/" aria-label="Read: Agent Tools Today, 22 Oct 2026: Claude API 2026-10-21, LayerFS 1.0, PHP2Shell">Read →</a>
+      <a class="more" href="/blog/agent-tools-today-2026-10-23/" aria-label="Read: Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/can-claude-code-agents-talk-to-each-other/index.html b/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
index 2a7f9f80a9..299d5d08cb 100644
--- a/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
+++ b/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
@@ -341,6 +341,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -372,22 +388,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-code-agent-teams/index.html b/docs/blog/claude-code-agent-teams/index.html
index 23b4ce9fa7..020f4a2a96 100644
--- a/docs/blog/claude-code-agent-teams/index.html
+++ b/docs/blog/claude-code-agent-teams/index.html
@@ -335,6 +335,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -366,22 +382,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-code-projects/index.html b/docs/blog/claude-code-projects/index.html
index 1b81ead8d1..34a9b0e84f 100644
--- a/docs/blog/claude-code-projects/index.html
+++ b/docs/blog/claude-code-projects/index.html
@@ -325,6 +325,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -356,22 +372,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-code-router/index.html b/docs/blog/claude-code-router/index.html
index f11d81a0e2..a12e844eef 100644
--- a/docs/blog/claude-code-router/index.html
+++ b/docs/blog/claude-code-router/index.html
@@ -314,6 +314,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -345,22 +361,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-code-routines/index.html b/docs/blog/claude-code-routines/index.html
index dfb797ea9e..332163fdbe 100644
--- a/docs/blog/claude-code-routines/index.html
+++ b/docs/blog/claude-code-routines/index.html
@@ -353,6 +353,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -384,22 +400,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-haiku-5-5/index.html b/docs/blog/claude-haiku-5-5/index.html
index 3a9702a797..9468d7c9f2 100644
--- a/docs/blog/claude-haiku-5-5/index.html
+++ b/docs/blog/claude-haiku-5-5/index.html
@@ -384,6 +384,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -415,22 +431,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/claude-managed-agents-dynamic-workflows/index.html b/docs/blog/claude-managed-agents-dynamic-workflows/index.html
index b1299531d8..b031e470c5 100644
--- a/docs/blog/claude-managed-agents-dynamic-workflows/index.html
+++ b/docs/blog/claude-managed-agents-dynamic-workflows/index.html
@@ -338,6 +338,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -369,22 +385,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/deepseek-v4-1-flash-1017/index.html b/docs/blog/deepseek-v4-1-flash-1017/index.html
index 03030402e6..ef7eb6809f 100644
--- a/docs/blog/deepseek-v4-1-flash-1017/index.html
+++ b/docs/blog/deepseek-v4-1-flash-1017/index.html
@@ -390,6 +390,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -421,22 +437,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/what-is-nanoclaw/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-nanoclaw/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/what-is-nanoclaw/">What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers</a></h3>
-    <p class="dek">NanoClaw explained on 17 Oct 2026: what the MIT licensed assistant does, how it differs from OpenClaw, how to install it and which models it works with.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/what-is-nanoclaw/" aria-label="Read: What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/do-more-with-less-model-routing/index.html b/docs/blog/do-more-with-less-model-routing/index.html
index fa83dc506e..1e93afcab0 100644
--- a/docs/blog/do-more-with-less-model-routing/index.html
+++ b/docs/blog/do-more-with-less-model-routing/index.html
@@ -330,6 +330,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -361,22 +377,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/feed.xml b/docs/blog/feed.xml
index 2d4e0d4bc3..5763fe5a16 100644
--- a/docs/blog/feed.xml
+++ b/docs/blog/feed.xml
@@ -4,9 +4,25 @@
   <subtitle>Guides, comparisons and pricing for AI agents and coding tools such as Claude Code, Codex and Cursor, each checked and dated. From the makers of Munder Difflin.</subtitle>
   <link href="https://munderdiffl.in/blog/feed.xml" rel="self" />
   <link href="https://munderdiffl.in/blog/" />
-  <updated>2026-10-27T00:00:00.000Z</updated>
+  <updated>2026-10-29T00:00:00.000Z</updated>
   <id>https://munderdiffl.in/blog/</id>
   <author><name>Chaitanya Giri</name><uri>https://munderdiffl.in</uri></author>
+  <entry>
+    <title>Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</title>
+    <link href="https://munderdiffl.in/blog/agent-tools-today-2026-10-29/" />
+    <id>https://munderdiffl.in/blog/agent-tools-today-2026-10-29/</id>
+    <published>2026-10-29T00:00:00.000Z</published>
+    <updated>2026-10-29T00:00:00.000Z</updated><category term="News" />
+    <summary>The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</summary>
+  </entry>
+  <entry>
+    <title>Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</title>
+    <link href="https://munderdiffl.in/blog/gemini-4-carbon/" />
+    <id>https://munderdiffl.in/blog/gemini-4-carbon/</id>
+    <published>2026-10-29T00:00:00.000Z</published>
+    <updated>2026-10-29T00:00:00.000Z</updated><category term="Concepts" />
+    <summary>Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</summary>
+  </entry>
   <entry>
     <title>GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)</title>
     <link href="https://munderdiffl.in/blog/gpt-6-1-terra/" />
@@ -471,20 +487,4 @@
     <updated>2026-10-08T00:00:00.000Z</updated><category term="News" />
     <summary>The top launches, skills and plugins, multi agent moves, rising repos and arguments in coding agents on 8 Oct 2026, each with its source.</summary>
   </entry>
-  <entry>
-    <title>Claude Code agent teams: what they are, how to use them</title>
-    <link href="https://munderdiffl.in/blog/claude-code-agent-teams/" />
-    <id>https://munderdiffl.in/blog/claude-code-agent-teams/</id>
-    <published>2026-10-08T00:00:00.000Z</published>
-    <updated>2026-10-08T00:00:00.000Z</updated><category term="Concepts" />
-    <summary>Claude Code agent teams, checked 8 Oct 2026: what they are, the experimental setting that turns them on, how they differ from subagents, token cost and limits.</summary>
-  </entry>
-  <entry>
-    <title>Claude Haiku 5.5: price, benchmarks and where it fits</title>
-    <link href="https://munderdiffl.in/blog/claude-haiku-5-5/" />
-    <id>https://munderdiffl.in/blog/claude-haiku-5-5/</id>
-    <published>2026-10-08T00:00:00.000Z</published>
-    <updated>2026-10-08T00:00:00.000Z</updated><category term="Concepts" />
-    <summary>Claude Haiku 5.5 is Anthropic&#39;s new small model. Its tiered price, Anthropic&#39;s own scores and how to pick it in Claude Code, checked 8 Oct 2026.</summary>
-  </entry>
 </feed>
diff --git a/docs/blog/gemini-4-argon-inside-google/index.html b/docs/blog/gemini-4-argon-inside-google/index.html
index 660bbc903f..121ea038bb 100644
--- a/docs/blog/gemini-4-argon-inside-google/index.html
+++ b/docs/blog/gemini-4-argon-inside-google/index.html
@@ -266,6 +266,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -297,22 +313,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/gemini-4-argon/index.html b/docs/blog/gemini-4-argon/index.html
index 7e1431f9f2..4d6f22edc6 100644
--- a/docs/blog/gemini-4-argon/index.html
+++ b/docs/blog/gemini-4-argon/index.html
@@ -186,9 +186,10 @@ <h1>Gemini 4 Argon: Google&#39;s Flagship Model Shares a Name With a Gas That Ba
   <div class="post-wrap wrap">
     <div class="prose">
       <p>Our view: Gemini 4 Argon is worth a test on your longest agent jobs, but the launch price is a countdown. Google put Gemini 4 Argon on general release on 13 October 2026 at $2 input and $10 output per 1M tokens through 30 November 2026. Checked 13 Oct 2026.</p>
-<p>New models drive coding agents. <a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of coding agents such as Claude Code, Codex and Gemini CLI on your own computer. Gemini 4 Argon is already in the app’s model pickers for Antigravity and Cursor, added by a <a href="https://github.com/HarnessMD/munder-difflin/pull/738">pull request</a> merged on 13 Oct 2026. The <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a> covers setup, and the <a href="/blog/topics/concepts/">Concepts hub</a> explains the terms.</p>
+<p>New models end up inside the agents you run. <a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. Gemini 4 Argon is already in the app’s model pickers for Antigravity and Cursor, added by a <a href="https://github.com/HarnessMD/munder-difflin/pull/738">pull request</a> merged on 13 Oct 2026. The <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a> covers setup, and the <a href="/blog/topics/concepts/">Concepts hub</a> explains the terms.</p>
 <h2 id="what-is-gemini-4-argon" tabindex="-1">What is Gemini 4 Argon? <a class="anchor" href="#what-is-gemini-4-argon" aria-hidden="true">#</a></h2>
-<p>Gemini 4 Argon is Google’s newest top model, built for long jobs in coding, office work and security. Google’s <a href="https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/">developer post</a> of 13 October 2026 calls it “our frontier model for complex workflows across real-world software engineering, enterprise knowledge work, and cybersecurity defense”.</p>
+<p>Gemini 4 Argon is Google’s top model on general release, built for long jobs in coding, office work and security. Google’s <a href="https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/">developer post</a> of 13 October 2026 calls it “our frontier model for complex workflows across real-world software engineering, enterprise knowledge work, and cybersecurity defense”.</p>
+<p>Announced 28 Oct 2026, Google’s next frontier model: <a href="/blog/gemini-4-carbon/">Gemini 4 Carbon</a>.</p>
 <p>Google’s posts do not say why it is called Argon. The element is a noble gas that reacts with almost nothing, which is not the sales pitch here.</p>
 <p>The rows come from Google’s <a href="https://deepmind.google/models/model-cards/gemini-4-argon/">model card</a> and <a href="https://ai.google.dev/gemini-api/docs/models">models page</a>, read on 13 Oct 2026.</p>
 <div class="table-scroll">
@@ -407,6 +408,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -438,22 +455,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/gemini-4-carbon/index.html b/docs/blog/gemini-4-carbon/index.html
new file mode 100644
index 0000000000..19c8a512c9
--- /dev/null
+++ b/docs/blog/gemini-4-carbon/index.html
@@ -0,0 +1,492 @@
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+<html lang="en">
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+<!-- Google tag (gtag.js), Google Ads AW-18388216863. Loaded only when Do Not Track is
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+  window.dataLayer = window.dataLayer || [];
+  function gtag(){ dataLayer.push(arguments); }
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+
+<meta charset="UTF-8" />
+<meta name="viewport" content="width=device-width, initial-scale=1.0" />
+<title>Gemini 4 Carbon (Oct 2026): Price, Access, Scores vs Argon</title>
+<meta name="description" content="Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon." />
+<link rel="canonical" href="https://munderdiffl.in/blog/gemini-4-carbon/" />
+
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+<meta name="theme-color" content="#F5F2E8" />
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+<meta property="og:description" content="Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon." />
+<meta property="og:url" content="https://munderdiffl.in/blog/gemini-4-carbon/" />
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+<meta property="og:image:alt" content="Title card on white. Gemini 4 Carbon in large ink type, a Concepts pill, the line Early access, Argon&#39;s price, Checked 29 Oct 2026, and two blocks labelled Argon and Carbon on a two step podium" />
+<meta property="og:locale" content="en_US" />
+<meta property="article:published_time" content="2026-10-29T00:00:00.000Z" />
+<meta property="article:author" content="Chaitanya Giri" />
+<meta property="article:tag" content="Concepts" />
+<meta property="article:tag" content="AI Agents" />
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+<meta name="twitter:title" content="Gemini 4 Carbon (Oct 2026): Price, Access, Scores vs Argon" />
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+    { "@type": "Question", "name": "When was Gemini 4 Carbon released?", "acceptedAnswer": { "@type": "Answer", "text": "Google announced Gemini 4 Carbon on 28 October 2026. Its post says Carbon goes to a subset of cyber defenders starting that week, then gradually to additional trusted partners through the Fairwind Program, and to developers, businesses and consumers later, with no date given." } },
+    { "@type": "Question", "name": "How much does Gemini 4 Carbon cost?", "acceptedAnswer": { "@type": "Answer", "text": "Google's launch post of 28 Oct 2026 says Carbon will launch at the same introductory price as Argon: $2 per million input tokens and $10 per million output tokens, with cached input at 95% off the input price. After the introductory period, $4 input and $20 output per million tokens will apply, the same post of 28 Oct 2026 says, with no end date given." } },
+    { "@type": "Question", "name": "Can I use Gemini 4 Carbon in the Gemini API today?", "acceptedAnswer": { "@type": "Answer", "text": "Not as a general developer. On 29 Oct 2026 Google's Gemini API pricing page listed Gemini 4 Argon but not Carbon, and the launch post says Carbon reaches developers, businesses and consumers after early access for cyber defenders." } },
+    { "@type": "Question", "name": "Is Gemini 4 Carbon better than Gemini 4 Argon?", "acceptedAnswer": { "@type": "Answer", "text": "On Google's own figures, yes on safety and security tests: Carbon has a 0.0% attack success rate on Gray Swan's indirect prompt injection test against 0.7% for Argon, about 2x fewer unsupported claims, and more than 2x the success rate on secure code in internal tests. These are Google's numbers, published 28 Oct 2026." } },
+    { "@type": "Question", "name": "What should I use until Carbon is open?", "acceptedAnswer": { "@type": "Answer", "text": "Gemini 4 Argon. On 29 Oct 2026 Google's pricing page listed it on the paid tier of the Gemini API at $2 input and $10 output per million tokens through 30 November 2026, and $4 and $20 from 1 December 2026." } }
+    
+  ]
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+      <a href="/blog/">Blog</a>
+      <span>/</span>
+      <a href="/blog/topics/concepts/">Concepts</a>
+    </nav>
+    <h1>Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</h1>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="byline">
+      <span class="av" aria-hidden="true">MD</span>
+      <strong>Chaitanya Giri</strong>
+      <span class="dot" aria-hidden="true">·</span>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true">·</span>
+      <span>4 min read</span>
+      <span class="tag kind">Concepts</span>
+    </div>
+  </header>
+
+  <div class="hero-wrap wrap"><figure class="fig fig-hero"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="Title card on white. Gemini 4 Carbon in large ink type, a Concepts pill, the line Early access, Argon's price, Checked 29 Oct 2026, and two blocks labelled Argon and Carbon on a two step podium" loading="lazy" decoding="async" /></figure></div>
+
+  <div class="post-wrap wrap">
+    <div class="prose">
+      <p>Gemini 4 Carbon is Google’s new frontier model, announced 28 Oct 2026, and you cannot use it yet unless you are one of the cyber defenders in its first group. Google’s post of 28 Oct 2026 says it will launch at Argon’s introductory price, $2 input and $10 output per million tokens.</p>
+<p>New models end up inside the agents you run. <a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. The <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a> covers setup, and the <a href="/blog/topics/concepts/">Concepts hub</a> explains the terms.</p>
+<h2 id="what-is-gemini-4-carbon" tabindex="-1">What is Gemini 4 Carbon? <a class="anchor" href="#what-is-gemini-4-carbon" aria-hidden="true">#</a></h2>
+<p>Gemini 4 Carbon is the model Google placed above <a href="/blog/gemini-4-argon/">Gemini 4 Argon</a>, aimed at long engineering jobs and security work. Google’s <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/">launch post</a> of 28 October 2026 calls it “our strongest model with state-of-the-art cybersecurity and long horizon capabilities”.</p>
+<p>The post says Carbon is “built for sustained agentic workflows” and that Google’s teams have seen it “run for days” on multi step engineering tasks, such as finding the root cause of subtle bugs across large codebases. It builds on Argon, which the same post says launched two weeks earlier.</p>
+<figure class="mg" data-scene="podium"><img src="/blog/assets/media/gemini-4-carbon/podium.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a two step podium stands empty. A block labelled Argon drops onto the lower step with a tag Open now, then a block labelled Carbon drops onto the higher step with a tag Early access."><figcaption>Carbon sits above Argon in Google's Gemini 4 line, per Google's launch post of 28 Oct 2026.</figcaption></figure>
+<h2 id="who-can-use-gemini-4-carbon" tabindex="-1">Who can use Gemini 4 Carbon? <a class="anchor" href="#who-can-use-gemini-4-carbon" aria-hidden="true">#</a></h2>
+<p>Only a small group for now. Google says that “starting this week” it will give Carbon to a subset of cyber defenders, then “gradually phase access to additional trusted partners” through its <a href="https://deepmind.google/fairwind-program/">Fairwind Program</a>. Developers, businesses and consumers come after that, “as soon as possible”, with no date.</p>
+<p>Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government’s voluntary process for testing models before release. On 29 Oct 2026 the Gemini API <a href="https://ai.google.dev/gemini-api/docs/pricing">pricing page</a> listed Gemini 4 Argon but had no Carbon entry.</p>
+<p>Argon followed the same path. Google’s <a href="https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/">developer post</a> of 13 October 2026 opened it on the paid tier of the Gemini API in Google AI Studio and Android Studio, and to Google AI Ultra subscribers in AI Studio and Google Antigravity.</p>
+<figure class="mg" data-scene="ticket"><img src="/blog/assets/media/gemini-4-carbon/ticket.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a row of three ticket stubs is torn off one at a time. The first reads Cyber defenders and is stamped with a mint tick. The second reads Trusted partners and the third reads Developers, both marked Later."><figcaption>Google's rollout order for Carbon: cyber defenders, then trusted partners through Fairwind, then developers, per its post of 28 Oct 2026.</figcaption></figure>
+<h2 id="how-much-will-gemini-4-carbon-cost" tabindex="-1">How much will Gemini 4 Carbon cost? <a class="anchor" href="#how-much-will-gemini-4-carbon-cost" aria-hidden="true">#</a></h2>
+<p>The same as Argon at launch. Google’s post of 28 Oct 2026 says Carbon “will launch at the same introductory price” as Argon: $2 per million input tokens and $10 per million output tokens, with cached input tokens at 95% off the input price. Its footnote adds that after the introductory period, $4 input and $20 output per million tokens apply (28 Oct 2026).</p>
+<p>The post does not say when Carbon’s introductory period ends. For Argon, the pricing page read on 29 Oct 2026 gives the dates:</p>
+<div class="table-scroll">
+<table>
+<thead>
+<tr>
+<th>Gemini 4 Argon, paid tier</th>
+<th>Through 30 Nov 2026</th>
+<th>From 1 Dec 2026</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Input, per 1M tokens</td>
+<td>$2.00</td>
+<td>$4.00</td>
+</tr>
+<tr>
+<td>Output, per 1M tokens, thinking included</td>
+<td>$10.00</td>
+<td>$20.00</td>
+</tr>
+<tr>
+<td>Context caching, per 1M tokens</td>
+<td>$0.10</td>
+<td>$0.20</td>
+</tr>
+</tbody>
+</table>
+</div>
+<p>The same page says Argon “is not available on the Free tier”. <a href="/blog/gemini-4-argon-pricing/">Gemini 4 Argon pricing</a> has the batch prices.</p>
+<h2 id="how-does-gemini-4-carbon-compare-to-argon" tabindex="-1">How does Gemini 4 Carbon compare to Argon? <a class="anchor" href="#how-does-gemini-4-carbon-compare-to-argon" aria-hidden="true">#</a></h2>
+<p>On Google’s numbers, Carbon is stronger on security work and safer in agent tasks. The test rows come from Google’s launch post of 28 October 2026; Argon’s access and price dates come from its developer post and the pricing page read on 29 Oct 2026.</p>
+<div class="table-scroll">
+<table>
+<thead>
+<tr>
+<th>Checked 29 Oct 2026</th>
+<th>Gemini 4 Carbon</th>
+<th>Gemini 4 Argon</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Who can use it</td>
+<td>A subset of cyber defenders</td>
+<td>Paid tier of the Gemini API</td>
+</tr>
+<tr>
+<td>Launch price per 1M tokens</td>
+<td>$2 in, $10 out (introductory)</td>
+<td>$2 in, $10 out through 30 Nov 2026</td>
+</tr>
+<tr>
+<td>Gray Swan indirect prompt injection, attack success</td>
+<td>0.0%</td>
+<td>0.7%</td>
+</tr>
+<tr>
+<td>Unsupported claims, internal test</td>
+<td>About 2x fewer</td>
+<td>Baseline</td>
+</tr>
+<tr>
+<td>Secure code success, internal test</td>
+<td>More than 2x</td>
+<td>Baseline</td>
+</tr>
+</tbody>
+</table>
+</div>
+<p>Google also gives these Carbon results on their own, from external tests it says were “evaluated without guardrails”: 88.2% on SEC-bench Pro for finding vulnerabilities, 54.8% on ExploitGym for exploitation, and 71.0% on Collinear’s CWE-bench for patching. Google says Carbon ranks first on version 5.0 of the Artificial Analysis Intelligence Index at 59, and fourth on WebDev Arena at 1768, up 89 points.</p>
+<figure class="mg" data-scene="scale"><img src="/blog/assets/media/gemini-4-carbon/scale.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a balance scale tips as two weights drop onto its pans. The weight labelled Argon reads 0.7%, the weight labelled Carbon reads 0.0%, and a card below reads Prompt injection."><figcaption>Gray Swan indirect prompt injection attack success: 0.7% for Argon, 0.0% for Carbon, per Google's post of 28 Oct 2026.</figcaption></figure>
+<h2 id="what-did-google-change-in-how-carbon-behaves" tabindex="-1">What did Google change in how Carbon behaves? <a class="anchor" href="#what-did-google-change-in-how-carbon-behaves" aria-hidden="true">#</a></h2>
+<p>Google lists these changes in its post of 28 Oct 2026, each from its own testing:</p>
+<ul>
+<li><strong>Fewer shortcuts.</strong> Successful cheating on Terminal-Bench 4.0 fell to 0.0%, with attempts at 0.4%, and high severity misalignment alerts in live coding with Google’s teams dropped “by almost 80%”.</li>
+<li><strong>More honest output.</strong> About 2x fewer unsupported claims than Argon. Carbon puts caveats in the deliverable or lists what is still needed instead of fabricating.</li>
+<li><strong>Asks when unclear.</strong> It fetches sources and shows the user discrepancies before acting.</li>
+<li><strong>Stays in scope.</strong> Overreach fell 26% and under service 29%.</li>
+</ul>
+<p>Our view: these are vendor numbers from one post, so read them as Google’s claims until outside tests appear. For long agent jobs today, Argon is the one you can actually open. <a href="/blog/how-to-use-gemini-4-argon/">How to use Gemini 4 Argon</a> covers setup, and <a href="/blog/gemini-4-argon-vs-claude-opus-5-5/">Gemini 4 Argon vs Claude Opus 5.5</a> puts it beside Anthropic’s model.</p>
+<h2 id="gemini-4-carbon-at-a-glance-checked-29-oct-2026" tabindex="-1">Gemini 4 Carbon at a glance, checked 29 Oct 2026 <a class="anchor" href="#gemini-4-carbon-at-a-glance-checked-29-oct-2026" aria-hidden="true">#</a></h2>
+<div class="table-scroll">
+<table>
+<thead>
+<tr>
+<th></th>
+<th>Gemini 4 Carbon</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Maker</td>
+<td>Google DeepMind</td>
+</tr>
+<tr>
+<td>Announced</td>
+<td>28 Oct 2026</td>
+</tr>
+<tr>
+<td>Access</td>
+<td>Cyber defenders first, then trusted partners through Fairwind, then developers</td>
+</tr>
+<tr>
+<td>Launch price</td>
+<td>$2 input and $10 output per 1M tokens, introductory</td>
+</tr>
+<tr>
+<td>Price after the introductory period</td>
+<td>$4 input and $20 output per 1M tokens</td>
+</tr>
+<tr>
+<td>Cached input</td>
+<td>95% off the input price</td>
+</tr>
+<tr>
+<td>In the Gemini API pricing page</td>
+<td>Not yet</td>
+</tr>
+</tbody>
+</table>
+</div>
+<link rel="stylesheet" href="/blog/assets/media/gemini-4-carbon/motion.css"><script defer src="/blog/assets/media/gemini-4-carbon/motion.js"></script>
+
+
+      
+      <section class="faq" aria-label="Frequently asked questions">
+        <h2 id="faq">FAQ</h2>
+        
+        <div class="qa">
+          <p class="q">When was Gemini 4 Carbon released?</p>
+          <p class="a">Google announced Gemini 4 Carbon on 28 October 2026. Its post says Carbon goes to a subset of cyber defenders starting that week, then gradually to additional trusted partners through the Fairwind Program, and to developers, businesses and consumers later, with no date given.</p>
+        </div>
+        
+        <div class="qa">
+          <p class="q">How much does Gemini 4 Carbon cost?</p>
+          <p class="a">Google&#39;s launch post of 28 Oct 2026 says Carbon will launch at the same introductory price as Argon: $2 per million input tokens and $10 per million output tokens, with cached input at 95% off the input price. After the introductory period, $4 input and $20 output per million tokens will apply, the same post of 28 Oct 2026 says, with no end date given.</p>
+        </div>
+        
+        <div class="qa">
+          <p class="q">Can I use Gemini 4 Carbon in the Gemini API today?</p>
+          <p class="a">Not as a general developer. On 29 Oct 2026 Google&#39;s Gemini API pricing page listed Gemini 4 Argon but not Carbon, and the launch post says Carbon reaches developers, businesses and consumers after early access for cyber defenders.</p>
+        </div>
+        
+        <div class="qa">
+          <p class="q">Is Gemini 4 Carbon better than Gemini 4 Argon?</p>
+          <p class="a">On Google&#39;s own figures, yes on safety and security tests: Carbon has a 0.0% attack success rate on Gray Swan&#39;s indirect prompt injection test against 0.7% for Argon, about 2x fewer unsupported claims, and more than 2x the success rate on secure code in internal tests. These are Google&#39;s numbers, published 28 Oct 2026.</p>
+        </div>
+        
+        <div class="qa">
+          <p class="q">What should I use until Carbon is open?</p>
+          <p class="a">Gemini 4 Argon. On 29 Oct 2026 Google&#39;s pricing page listed it on the paid tier of the Gemini API at $2 input and $10 output per million tokens through 30 November 2026, and $4 and $20 from 1 December 2026.</p>
+        </div>
+        
+      </section>
+      
+
+      
+      <hr />
+      <div class="share">
+        <span class="lbl">Tags</span>
+        <a class="tag" href="/blog/tags/concepts/">Concepts</a><a class="tag" href="/blog/tags/ai-agents/">AI Agents</a><a class="tag" href="/blog/tags/models/">Models</a>
+      </div>
+      
+    </div>
+
+    
+    <aside class="toc-rail" aria-label="Table of contents">
+      <div class="tt">On this page</div>
+      <ol>
+        <li class="lvl-2"><a href="#what-is-gemini-4-carbon">What is Gemini 4 Carbon?</a></li><li class="lvl-2"><a href="#who-can-use-gemini-4-carbon">Who can use Gemini 4 Carbon?</a></li><li class="lvl-2"><a href="#how-much-will-gemini-4-carbon-cost">How much will Gemini 4 Carbon cost?</a></li><li class="lvl-2"><a href="#how-does-gemini-4-carbon-compare-to-argon">How does Gemini 4 Carbon compare to Argon?</a></li><li class="lvl-2"><a href="#what-did-google-change-in-how-carbon-behaves">What did Google change in how Carbon behaves?</a></li><li class="lvl-2"><a href="#gemini-4-carbon-at-a-glance-checked-29-oct-2026">Gemini 4 Carbon at a glance, checked 29 Oct 2026</a></li>
+      </ol>
+    </aside>
+    
+  </div>
+
+  <footer class="post-foot wrap"><div class="prevnext">
+      <a class="pn prev" href="/blog/gpt-6-1-terra/"><span class="k">← Older</span><span class="t">GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)</span></a>
+      <a class="pn next" href="/blog/agent-tools-today-2026-10-29/"><span class="k">Newer →</span><span class="t">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</span></a>
+    </div>
+    <section class="related">
+      <h2>Related in Concepts</h2>
+      <div class="post-grid">
+        <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-27">Oct 27, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gpt-6-1-terra/">GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)</a></h3>
+    <p class="dek">GPT-6.1 Terra is OpenAI&#39;s fast new model for images, computer use and writing: price, specs and how to pick it in Codex, checked 27 Oct 2026.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gpt-6-1-terra/" aria-label="Read: GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/what-is-claude-duet/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-claude-duet/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-22">Oct 22, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained</a></h3>
+    <p class="dek">Claude Duet is Anthropic&#39;s proactive agent app, in research preview since 21 Oct 2026: who can join, how it works, what it asks first and its limits.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/what-is-claude-duet/" aria-label="Read: What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-17">Oct 17, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
+    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
+    </div>
+  </div>
+</article>
+
+      </div>
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+    onScroll(); window.addEventListener('scroll', onScroll, { passive: true });
+  })();
+  // YouTube click-to-load: thumbnail button → youtube-nocookie iframe
+  (function () {
+    document.addEventListener('click', function (e) {
+      var btn = e.target.closest('.yt-load');
+      if (!btn) return;
+      var box = btn.closest('.yt');
+      var id = box && box.getAttribute('data-yt');
+      // Only an 11 character YouTube video id may reach the iframe URL.
+      if (!id || !/^[A-Za-z0-9_-]{11}$/.test(id)) return;
+      var frame = document.createElement('iframe');
+      frame.src = 'https://www.youtube-nocookie.com/embed/' + encodeURIComponent(id) + '?autoplay=1';
+      frame.title = box.getAttribute('data-title') || 'YouTube video';
+      frame.allow = 'accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share';
+      frame.setAttribute('allowfullscreen', '');
+      box.replaceChildren(frame);
+    });
+  })();
+</script>
+
+</body>
+</html>
diff --git a/docs/blog/generative-engine-optimization-techniques/index.html b/docs/blog/generative-engine-optimization-techniques/index.html
index 31959b04f5..599e7121a7 100644
--- a/docs/blog/generative-engine-optimization-techniques/index.html
+++ b/docs/blog/generative-engine-optimization-techniques/index.html
@@ -335,6 +335,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -366,22 +382,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/gpt-6-1-terra/index.html b/docs/blog/gpt-6-1-terra/index.html
index 8417454557..47ef33a3c1 100644
--- a/docs/blog/gpt-6-1-terra/index.html
+++ b/docs/blog/gpt-6-1-terra/index.html
@@ -378,56 +378,56 @@ <h2 id="faq">FAQ</h2>
 
   <footer class="post-foot wrap"><div class="prevnext">
       <a class="pn prev" href="/blog/agent-tools-today-2026-10-26/"><span class="k">← Older</span><span class="t">Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail</span></a>
-      <span></span>
+      <a class="pn next" href="/blog/gemini-4-carbon/"><span class="k">Newer →</span><span class="t">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</span></a>
     </div>
     <section class="related">
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/what-is-claude-duet/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-claude-duet/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-22">Oct 22, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>5 min</span>
+      <span>4 min</span>
     </div>
-    <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained</a></h3>
-    <p class="dek">Claude Duet is Anthropic&#39;s proactive agent app, in research preview since 21 Oct 2026: who can join, how it works, what it asks first and its limits.</p>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/what-is-claude-duet/" aria-label="Read: What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained">Read →</a>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/what-is-claude-duet/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-claude-duet/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
+      <time datetime="2026-10-22">Oct 22, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
+    <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained</a></h3>
+    <p class="dek">Claude Duet is Anthropic&#39;s proactive agent app, in research preview since 21 Oct 2026: who can join, how it works, what it asks first and its limits.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
+      <a class="more" href="/blog/what-is-claude-duet/" aria-label="Read: What Is Claude Duet? Anthropic&#39;s Proactive Agent App, Explained">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/what-is-nanoclaw/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-nanoclaw/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-17">Oct 17, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>4 min</span>
     </div>
-    <h3><a href="/blog/what-is-nanoclaw/">What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers</a></h3>
-    <p class="dek">NanoClaw explained on 17 Oct 2026: what the MIT licensed assistant does, how it differs from OpenClaw, how to install it and which models it works with.</p>
+    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
+    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/what-is-nanoclaw/" aria-label="Read: What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers">Read →</a>
+      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/gpt-6-intelligent-ui/index.html b/docs/blog/gpt-6-intelligent-ui/index.html
index 54f4164b3a..0d95e81ce2 100644
--- a/docs/blog/gpt-6-intelligent-ui/index.html
+++ b/docs/blog/gpt-6-intelligent-ui/index.html
@@ -340,6 +340,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -371,22 +387,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/how-ai-agents-verify-their-own-work/index.html b/docs/blog/how-ai-agents-verify-their-own-work/index.html
index e02eaf9177..9f3ea1d1a0 100644
--- a/docs/blog/how-ai-agents-verify-their-own-work/index.html
+++ b/docs/blog/how-ai-agents-verify-their-own-work/index.html
@@ -329,6 +329,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -360,22 +376,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/how-much-does-claude-code-cost/index.html b/docs/blog/how-much-does-claude-code-cost/index.html
index 73bc256ace..c61aa4465a 100644
--- a/docs/blog/how-much-does-claude-code-cost/index.html
+++ b/docs/blog/how-much-does-claude-code-cost/index.html
@@ -401,6 +401,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -432,22 +448,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/index.html b/docs/blog/index.html
index 5a4e51c99a..d1c5d4e122 100644
--- a/docs/blog/index.html
+++ b/docs/blog/index.html
@@ -135,15 +135,15 @@ <h1>The Munder Difflin <span class="hl">Blog.</span></h1>
   building a self-coordinating hive of agents with a GOD orchestrator you talk to.</p>
 
   <div class="filters" role="navigation" aria-label="Topics">
-    <a class="chip" aria-current="page">All<span class="ct">254</span></a>
+    <a class="chip" aria-current="page">All<span class="ct">256</span></a>
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
@@ -224,7 +224,39 @@ <h3><a href="/blog/ai-agent-use-cases-our-office/">AI Agent Use Cases From a Rea
   </div>
 </article>
 
-    <article class="card t-concepts">
+    <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -240,7 +272,13 @@ <h3><a href="/blog/gpt-6-1-terra/">GPT-6.1 Terra: Price, Specs and How to Use It
     </div>
   </div>
 </article>
-<article class="card t-news">
+
+  </div>
+</section>
+
+
+
+<div class="wrap featured"><article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -256,7 +294,14 @@ <h3><a href="/blog/agent-tools-today-2026-10-26/">Agent Tools Today, 26 Oct 2026
     </div>
   </div>
 </article>
-<article class="card t-guides">
+
+</div>
+
+
+
+<section class="wrap">
+  <div class="post-grid">
+    <article class="card t-guides">
   <a class="thumb t-guides" href="/blog/claude-md-best-practices/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/claude-md-best-practices/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -272,13 +317,7 @@ <h3><a href="/blog/claude-md-best-practices/">CLAUDE.md Best Practices: What to
     </div>
   </div>
 </article>
-
-  </div>
-</section>
-
-
-
-<div class="wrap featured"><article class="card t-comparisons">
+<article class="card t-comparisons">
   <a class="thumb t-comparisons" href="/blog/codex-alternatives/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/codex-alternatives/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -294,14 +333,7 @@ <h3><a href="/blog/codex-alternatives/">Codex Alternatives: 7 Picks Beyond OpenA
     </div>
   </div>
 </article>
-
-</div>
-
-
-
-<section class="wrap">
-  <div class="post-grid">
-    <article class="card t-guides">
+<article class="card t-guides">
   <a class="thumb t-guides" href="/blog/codex-computer-use/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/codex-computer-use/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/is-claude-code-max-worth-it/index.html b/docs/blog/is-claude-code-max-worth-it/index.html
index 51b8540d6e..07e53dcd2d 100644
--- a/docs/blog/is-claude-code-max-worth-it/index.html
+++ b/docs/blog/is-claude-code-max-worth-it/index.html
@@ -411,6 +411,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -442,22 +458,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/is-claude-code-open-source/index.html b/docs/blog/is-claude-code-open-source/index.html
index 1b1d923465..d30a2f4fa9 100644
--- a/docs/blog/is-claude-code-open-source/index.html
+++ b/docs/blog/is-claude-code-open-source/index.html
@@ -292,6 +292,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -323,22 +339,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/is-ollama-good-for-coding/index.html b/docs/blog/is-ollama-good-for-coding/index.html
index 96461f05e8..196b99825b 100644
--- a/docs/blog/is-ollama-good-for-coding/index.html
+++ b/docs/blog/is-ollama-good-for-coding/index.html
@@ -332,6 +332,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -363,22 +379,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/long-running-agents-the-2026-shift/index.html b/docs/blog/long-running-agents-the-2026-shift/index.html
index b8d62bb7f3..7be6a6fce4 100644
--- a/docs/blog/long-running-agents-the-2026-shift/index.html
+++ b/docs/blog/long-running-agents-the-2026-shift/index.html
@@ -350,6 +350,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -381,22 +397,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/loop-engineering-for-ai-agents/index.html b/docs/blog/loop-engineering-for-ai-agents/index.html
index c9bccc35ff..b360164a7f 100644
--- a/docs/blog/loop-engineering-for-ai-agents/index.html
+++ b/docs/blog/loop-engineering-for-ai-agents/index.html
@@ -291,6 +291,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -322,22 +338,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/mistral-large-4/index.html b/docs/blog/mistral-large-4/index.html
index 58f0abbb97..d052603e48 100644
--- a/docs/blog/mistral-large-4/index.html
+++ b/docs/blog/mistral-large-4/index.html
@@ -346,6 +346,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -377,22 +393,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/munder-difflin-faq/index.html b/docs/blog/munder-difflin-faq/index.html
index 314a5dfcc2..8004f8cb8d 100644
--- a/docs/blog/munder-difflin-faq/index.html
+++ b/docs/blog/munder-difflin-faq/index.html
@@ -320,6 +320,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -351,22 +367,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/muse-wonder/index.html b/docs/blog/muse-wonder/index.html
index 519a938dd3..e691477897 100644
--- a/docs/blog/muse-wonder/index.html
+++ b/docs/blog/muse-wonder/index.html
@@ -403,6 +403,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -434,22 +450,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/open-source-ai-tools-on-purpose/index.html b/docs/blog/open-source-ai-tools-on-purpose/index.html
index a132194d94..51b3deacdc 100644
--- a/docs/blog/open-source-ai-tools-on-purpose/index.html
+++ b/docs/blog/open-source-ai-tools-on-purpose/index.html
@@ -322,6 +322,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -353,22 +369,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/openai-decisions-api/index.html b/docs/blog/openai-decisions-api/index.html
index 6e4e7c4287..1aaeb4cb1e 100644
--- a/docs/blog/openai-decisions-api/index.html
+++ b/docs/blog/openai-decisions-api/index.html
@@ -361,6 +361,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -392,22 +408,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/openai-text-watermarking/index.html b/docs/blog/openai-text-watermarking/index.html
index 9813bd5808..6fc6f28975 100644
--- a/docs/blog/openai-text-watermarking/index.html
+++ b/docs/blog/openai-text-watermarking/index.html
@@ -372,6 +372,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -403,22 +419,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/opencode-2-0/index.html b/docs/blog/opencode-2-0/index.html
index 8ac572d351..ab6ab989be 100644
--- a/docs/blog/opencode-2-0/index.html
+++ b/docs/blog/opencode-2-0/index.html
@@ -336,6 +336,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -367,22 +383,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/reflection-beam/index.html b/docs/blog/reflection-beam/index.html
index 97fb89816d..b8fe211abd 100644
--- a/docs/blog/reflection-beam/index.html
+++ b/docs/blog/reflection-beam/index.html
@@ -351,6 +351,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -382,22 +398,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/review-agent-work-where-it-happens/index.html b/docs/blog/review-agent-work-where-it-happens/index.html
index ee4619bc81..65f77e33f4 100644
--- a/docs/blog/review-agent-work-where-it-happens/index.html
+++ b/docs/blog/review-agent-work-where-it-happens/index.html
@@ -282,6 +282,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -313,22 +329,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/shareable-agent-roles/index.html b/docs/blog/shareable-agent-roles/index.html
index df611ce66b..0a60c64d4e 100644
--- a/docs/blog/shareable-agent-roles/index.html
+++ b/docs/blog/shareable-agent-roles/index.html
@@ -324,6 +324,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -355,22 +371,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/tags/ai-agents/index.html b/docs/blog/tags/ai-agents/index.html
index a617120829..cb99162148 100644
--- a/docs/blog/tags/ai-agents/index.html
+++ b/docs/blog/tags/ai-agents/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#AI Agents</h1>
-  <p class="lead">41 posts tagged <strong>AI Agents</strong>.</p>
+  <p class="lead">42 posts tagged <strong>AI Agents</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
-    <article class="card t-comparisons">
+    <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-comparisons">
   <a class="thumb t-comparisons" href="/blog/ai-agent-office-github/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/ai-agent-office-github/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/claude-code/index.html b/docs/blog/tags/claude-code/index.html
index b56bd55b8c..103da2a921 100644
--- a/docs/blog/tags/claude-code/index.html
+++ b/docs/blog/tags/claude-code/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Claude Code</h1>
-  <p class="lead">102 posts tagged <strong>Claude Code</strong>.</p>
+  <p class="lead">103 posts tagged <strong>Claude Code</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/concepts/index.html b/docs/blog/tags/concepts/index.html
index 9d724d85cf..dced873c91 100644
--- a/docs/blog/tags/concepts/index.html
+++ b/docs/blog/tags/concepts/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Concepts</h1>
-  <p class="lead">54 posts tagged <strong>Concepts</strong>.</p>
+  <p class="lead">55 posts tagged <strong>Concepts</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/daily-brief/index.html b/docs/blog/tags/daily-brief/index.html
index 406389e4d1..610390e076 100644
--- a/docs/blog/tags/daily-brief/index.html
+++ b/docs/blog/tags/daily-brief/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Daily Brief</h1>
-  <p class="lead">20 posts tagged <strong>Daily Brief</strong>.</p>
+  <p class="lead">21 posts tagged <strong>Daily Brief</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/models/index.html b/docs/blog/tags/models/index.html
index f2a980408e..68680d2fa5 100644
--- a/docs/blog/tags/models/index.html
+++ b/docs/blog/tags/models/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Models</h1>
-  <p class="lead">1 post tagged <strong>Models</strong>.</p>
+  <p class="lead">2 posts tagged <strong>Models</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/open-source/index.html b/docs/blog/tags/open-source/index.html
index 139e834824..bd6b0c4b0a 100644
--- a/docs/blog/tags/open-source/index.html
+++ b/docs/blog/tags/open-source/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Open Source</h1>
-  <p class="lead">88 posts tagged <strong>Open Source</strong>.</p>
+  <p class="lead">89 posts tagged <strong>Open Source</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/tags/skills/index.html b/docs/blog/tags/skills/index.html
index 43ec023db4..3e1009ff2b 100644
--- a/docs/blog/tags/skills/index.html
+++ b/docs/blog/tags/skills/index.html
@@ -105,11 +105,27 @@
 <header class="page-head wrap">
   <p class="eyebrow">Tag</p>
   <h1>#Skills</h1>
-  <p class="lead">14 posts tagged <strong>Skills</strong>.</p>
+  <p class="lead">15 posts tagged <strong>Skills</strong>.</p>
 </header>
 <section class="wrap">
   <div class="post-grid">
-    <article class="card t-guides">
+    <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-guides">
   <a class="thumb t-guides" href="/blog/claude-code-skills/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/claude-code-skills/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html b/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html
index 2ba0aa739c..d06375cc74 100644
--- a/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html
+++ b/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html
@@ -358,6 +358,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -389,22 +405,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/topics/comparisons/index.html b/docs/blog/topics/comparisons/index.html
index d1be34f0b8..eeebf938fe 100644
--- a/docs/blog/topics/comparisons/index.html
+++ b/docs/blog/topics/comparisons/index.html
@@ -116,11 +116,11 @@ <h1>comparisons</h1><p class="lead">Honest side-by-sides with the other ways to
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/" aria-current="page">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/concepts/index.html b/docs/blog/topics/concepts/index.html
index f84fe52c1e..c594eb6e2c 100644
--- a/docs/blog/topics/concepts/index.html
+++ b/docs/blog/topics/concepts/index.html
@@ -116,11 +116,11 @@ <h1>concepts</h1><p class="lead">The ideas underneath the product — harnesses,
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/" aria-current="page">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/" aria-current="page">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
@@ -138,6 +138,22 @@ <h1>concepts</h1><p class="lead">The ideas underneath the product — harnesses,
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/topics/guides/index.html b/docs/blog/topics/guides/index.html
index 8078a49229..0ab7746ffe 100644
--- a/docs/blog/topics/guides/index.html
+++ b/docs/blog/topics/guides/index.html
@@ -116,11 +116,11 @@ <h1>guides</h1><p class="lead">Step-by-step walkthroughs you can follow today 
     
     <a class="chip" href="/blog/topics/guides/" aria-current="page">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/index.html b/docs/blog/topics/index.html
index baa2ccc887..813889656f 100644
--- a/docs/blog/topics/index.html
+++ b/docs/blog/topics/index.html
@@ -126,7 +126,7 @@ <h3 style="color:var(--ink)">guides</h3>
       <span class="thumb t-concepts" aria-hidden="true"><img src="/blog/assets/media/topics/concepts.png" alt="" width="960" height="540" loading="lazy" decoding="async" /></span>
       <div class="body">
         <h3 style="color:var(--ink)">concepts</h3>
-        <p class="dek">57 posts.</p>
+        <p class="dek">58 posts.</p>
         <div class="foot"><span class="more">View topic →</span></div>
       </div>
     </a>
@@ -144,7 +144,7 @@ <h3 style="color:var(--ink)">comparisons</h3>
       <span class="thumb t-news" aria-hidden="true"><img src="/blog/assets/media/topics/news.png" alt="" width="960" height="540" loading="lazy" decoding="async" /></span>
       <div class="body">
         <h3 style="color:var(--ink)">news</h3>
-        <p class="dek">21 posts.</p>
+        <p class="dek">22 posts.</p>
         <div class="foot"><span class="more">View topic →</span></div>
       </div>
     </a>
@@ -200,19 +200,19 @@ <h3 style="color:var(--ink)">memory</h3>
   <div class="filters" style="padding-top:36px">
     <span class="eyebrow" style="align-self:center">Tags</span>
     
-    <a class="chip" href="/blog/tags/claude-code/">Claude Code<span class="ct">102</span></a>
+    <a class="chip" href="/blog/tags/claude-code/">Claude Code<span class="ct">103</span></a>
     
     <a class="chip" href="/blog/tags/multi-agent/">Multi-Agent<span class="ct">90</span></a>
     
-    <a class="chip" href="/blog/tags/open-source/">Open Source<span class="ct">88</span></a>
+    <a class="chip" href="/blog/tags/open-source/">Open Source<span class="ct">89</span></a>
     
-    <a class="chip" href="/blog/tags/comparisons/">Comparisons<span class="ct">55</span></a>
+    <a class="chip" href="/blog/tags/concepts/">Concepts<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/tags/concepts/">Concepts<span class="ct">54</span></a>
+    <a class="chip" href="/blog/tags/comparisons/">Comparisons<span class="ct">55</span></a>
     
     <a class="chip" href="/blog/tags/guides/">Guides<span class="ct">49</span></a>
     
-    <a class="chip" href="/blog/tags/ai-agents/">AI Agents<span class="ct">41</span></a>
+    <a class="chip" href="/blog/tags/ai-agents/">AI Agents<span class="ct">42</span></a>
     
     <a class="chip" href="/blog/tags/internals/">Internals<span class="ct">26</span></a>
     
@@ -226,12 +226,12 @@ <h3 style="color:var(--ink)">memory</h3>
     
     <a class="chip" href="/blog/tags/getting-started/">Getting Started<span class="ct">21</span></a>
     
+    <a class="chip" href="/blog/tags/daily-brief/">Daily Brief<span class="ct">21</span></a>
+    
     <a class="chip" href="/blog/tags/story/">Story<span class="ct">20</span></a>
     
     <a class="chip" href="/blog/tags/engines/">Engines<span class="ct">20</span></a>
     
-    <a class="chip" href="/blog/tags/daily-brief/">Daily Brief<span class="ct">20</span></a>
-    
     <a class="chip" href="/blog/tags/orchestration/">Orchestration<span class="ct">19</span></a>
     
     <a class="chip" href="/blog/tags/automation/">Automation<span class="ct">17</span></a>
@@ -240,9 +240,9 @@ <h3 style="color:var(--ink)">memory</h3>
     
     <a class="chip" href="/blog/tags/release/">Release<span class="ct">16</span></a>
     
-    <a class="chip" href="/blog/tags/security/">Security<span class="ct">15</span></a>
+    <a class="chip" href="/blog/tags/skills/">Skills<span class="ct">15</span></a>
     
-    <a class="chip" href="/blog/tags/skills/">Skills<span class="ct">14</span></a>
+    <a class="chip" href="/blog/tags/security/">Security<span class="ct">15</span></a>
     
     <a class="chip" href="/blog/tags/tools/">Tools<span class="ct">12</span></a>
     
@@ -346,6 +346,8 @@ <h3 style="color:var(--ink)">memory</h3>
     
     <a class="chip" href="/blog/tags/opencode/">OpenCode<span class="ct">2</span></a>
     
+    <a class="chip" href="/blog/tags/models/">Models<span class="ct">2</span></a>
+    
     <a class="chip" href="/blog/tags/subagents/">Subagents<span class="ct">1</span></a>
     
     <a class="chip" href="/blog/tags/markdown/">Markdown<span class="ct">1</span></a>
@@ -504,8 +506,6 @@ <h3 style="color:var(--ink)">memory</h3>
     
     <a class="chip" href="/blog/tags/pi/">Pi<span class="ct">1</span></a>
     
-    <a class="chip" href="/blog/tags/models/">Models<span class="ct">1</span></a>
-    
   </div>
   
 </section>
diff --git a/docs/blog/topics/internals/index.html b/docs/blog/topics/internals/index.html
index 93c5351375..67a545a6d2 100644
--- a/docs/blog/topics/internals/index.html
+++ b/docs/blog/topics/internals/index.html
@@ -116,11 +116,11 @@ <h1>internals</h1><p class="lead">How the machine actually works: postmortems, a
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/" aria-current="page">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/memory/index.html b/docs/blog/topics/memory/index.html
index d7378ef951..f717cd3ed0 100644
--- a/docs/blog/topics/memory/index.html
+++ b/docs/blog/topics/memory/index.html
@@ -116,11 +116,11 @@ <h1>memory</h1><p class="lead">How agents remember across sessions — and how a
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/news/index.html b/docs/blog/topics/news/index.html
index 91388619b4..0833278aa6 100644
--- a/docs/blog/topics/news/index.html
+++ b/docs/blog/topics/news/index.html
@@ -116,11 +116,11 @@ <h1>news</h1><p class="lead">Agent Tools Today: a daily brief of the top five la
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/" aria-current="page">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/" aria-current="page">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
@@ -138,6 +138,22 @@ <h1>news</h1><p class="lead">Agent Tools Today: a daily brief of the top five la
 <section class="wrap">
   <div class="post-grid">
     <article class="card t-news">
+  <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-29/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>5 min</span>
+    </div>
+    <h3><a href="/blog/agent-tools-today-2026-10-29/">Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals</a></h3>
+    <p class="dek">The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.</p>
+    <div class="foot">
+      <span class="tag kind">News</span>
+      <a class="more" href="/blog/agent-tools-today-2026-10-29/" aria-label="Read: Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-news">
   <a class="thumb t-news" href="/blog/agent-tools-today-2026-10-26/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/agent-tools-today/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
diff --git a/docs/blog/topics/orchestration/index.html b/docs/blog/topics/orchestration/index.html
index 68a54bcdf4..eab781c190 100644
--- a/docs/blog/topics/orchestration/index.html
+++ b/docs/blog/topics/orchestration/index.html
@@ -116,11 +116,11 @@ <h1>orchestration</h1><p class="lead">Patterns for making one boss agent run a f
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/story/index.html b/docs/blog/topics/story/index.html
index 1eac16113e..6a87327f1c 100644
--- a/docs/blog/topics/story/index.html
+++ b/docs/blog/topics/story/index.html
@@ -116,11 +116,11 @@ <h1>story</h1><p class="lead">Launches, releases, and the occasional confession
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/topics/use-cases/index.html b/docs/blog/topics/use-cases/index.html
index f869f75235..4c70732cbc 100644
--- a/docs/blog/topics/use-cases/index.html
+++ b/docs/blog/topics/use-cases/index.html
@@ -116,11 +116,11 @@ <h1>use-cases</h1><p class="lead">Real workflows the hive actually runs — writ
     
     <a class="chip" href="/blog/topics/guides/">guides<span class="ct">60</span></a>
     
-    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">57</span></a>
+    <a class="chip" href="/blog/topics/concepts/">concepts<span class="ct">58</span></a>
     
     <a class="chip" href="/blog/topics/comparisons/">comparisons<span class="ct">55</span></a>
     
-    <a class="chip" href="/blog/topics/news/">news<span class="ct">21</span></a>
+    <a class="chip" href="/blog/topics/news/">news<span class="ct">22</span></a>
     
     <a class="chip" href="/blog/topics/internals/">internals<span class="ct">19</span></a>
     
diff --git a/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html b/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html
index ca1221c3cd..d9922e9660 100644
--- a/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html
+++ b/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html
@@ -284,6 +284,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -315,22 +331,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-are-claude-code-agents/index.html b/docs/blog/what-are-claude-code-agents/index.html
index 1c879f6d7b..1a8fe2fb3c 100644
--- a/docs/blog/what-are-claude-code-agents/index.html
+++ b/docs/blog/what-are-claude-code-agents/index.html
@@ -302,6 +302,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -333,22 +349,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-a-multi-agent-harness/index.html b/docs/blog/what-is-a-multi-agent-harness/index.html
index 091fe49b95..bc1be76592 100644
--- a/docs/blog/what-is-a-multi-agent-harness/index.html
+++ b/docs/blog/what-is-a-multi-agent-harness/index.html
@@ -373,6 +373,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -404,22 +420,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-aeo-for-dev-tools/index.html b/docs/blog/what-is-aeo-for-dev-tools/index.html
index 6f968157e8..dae95a7a23 100644
--- a/docs/blog/what-is-aeo-for-dev-tools/index.html
+++ b/docs/blog/what-is-aeo-for-dev-tools/index.html
@@ -424,6 +424,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -455,22 +471,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-an-agent-development-environment/index.html b/docs/blog/what-is-an-agent-development-environment/index.html
index 812a265b95..cf8da00add 100644
--- a/docs/blog/what-is-an-agent-development-environment/index.html
+++ b/docs/blog/what-is-an-agent-development-environment/index.html
@@ -287,6 +287,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -318,22 +334,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-an-mcp-server/index.html b/docs/blog/what-is-an-mcp-server/index.html
index ef52d0029a..03d1018ea2 100644
--- a/docs/blog/what-is-an-mcp-server/index.html
+++ b/docs/blog/what-is-an-mcp-server/index.html
@@ -292,6 +292,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -323,22 +339,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-chatgpt-dots/index.html b/docs/blog/what-is-chatgpt-dots/index.html
index 6d1e2bac98..838e7ce791 100644
--- a/docs/blog/what-is-chatgpt-dots/index.html
+++ b/docs/blog/what-is-chatgpt-dots/index.html
@@ -335,6 +335,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -366,22 +382,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-claude-agent-sdk/index.html b/docs/blog/what-is-claude-agent-sdk/index.html
index 6771651b53..00d44d3e8e 100644
--- a/docs/blog/what-is-claude-agent-sdk/index.html
+++ b/docs/blog/what-is-claude-agent-sdk/index.html
@@ -345,6 +345,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -376,22 +392,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-claude-cowork/index.html b/docs/blog/what-is-claude-cowork/index.html
index c2651c78d5..b0741dd799 100644
--- a/docs/blog/what-is-claude-cowork/index.html
+++ b/docs/blog/what-is-claude-cowork/index.html
@@ -392,6 +392,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -423,22 +439,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-claude-duet/index.html b/docs/blog/what-is-claude-duet/index.html
index 17b506de0d..c7390b291c 100644
--- a/docs/blog/what-is-claude-duet/index.html
+++ b/docs/blog/what-is-claude-duet/index.html
@@ -337,50 +337,50 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-27">Oct 27, 2026</time>
+      <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>4 min</span>
     </div>
-    <h3><a href="/blog/gpt-6-1-terra/">GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)</a></h3>
-    <p class="dek">GPT-6.1 Terra is OpenAI&#39;s fast new model for images, computer use and writing: price, specs and how to pick it in Codex, checked 27 Oct 2026.</p>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/gpt-6-1-terra/" aria-label="Read: GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)">Read →</a>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
+      <time datetime="2026-10-27">Oct 27, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>4 min</span>
     </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
+    <h3><a href="/blog/gpt-6-1-terra/">GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)</a></h3>
+    <p class="dek">GPT-6.1 Terra is OpenAI&#39;s fast new model for images, computer use and writing: price, specs and how to pick it in Codex, checked 27 Oct 2026.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
+      <a class="more" href="/blog/gpt-6-1-terra/" aria-label="Read: GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)">Read →</a>
     </div>
   </div>
 </article>
 <article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/what-is-nanoclaw/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/what-is-nanoclaw/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
       <time datetime="2026-10-17">Oct 17, 2026</time>
       <span class="dot" aria-hidden="true"></span>
       <span>4 min</span>
     </div>
-    <h3><a href="/blog/what-is-nanoclaw/">What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers</a></h3>
-    <p class="dek">NanoClaw explained on 17 Oct 2026: what the MIT licensed assistant does, how it differs from OpenClaw, how to install it and which models it works with.</p>
+    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
+    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
     <div class="foot">
       <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/what-is-nanoclaw/" aria-label="Read: What Is NanoClaw? The Small OpenClaw Alternative That Runs Agents in Containers">Read →</a>
+      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
     </div>
   </div>
 </article>
diff --git a/docs/blog/what-is-codex/index.html b/docs/blog/what-is-codex/index.html
index 7dc5301d8b..34c926e0f1 100644
--- a/docs/blog/what-is-codex/index.html
+++ b/docs/blog/what-is-codex/index.html
@@ -349,6 +349,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -380,22 +396,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-gemini-spark/index.html b/docs/blog/what-is-gemini-spark/index.html
index 840ffa8169..912977c0db 100644
--- a/docs/blog/what-is-gemini-spark/index.html
+++ b/docs/blog/what-is-gemini-spark/index.html
@@ -376,6 +376,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -407,22 +423,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-harness-engineering/index.html b/docs/blog/what-is-harness-engineering/index.html
index ee23fff7fe..63e5b206ef 100644
--- a/docs/blog/what-is-harness-engineering/index.html
+++ b/docs/blog/what-is-harness-engineering/index.html
@@ -288,6 +288,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -319,22 +335,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-hermes-agent/index.html b/docs/blog/what-is-hermes-agent/index.html
index ba37a0e059..1d1ed4bf7a 100644
--- a/docs/blog/what-is-hermes-agent/index.html
+++ b/docs/blog/what-is-hermes-agent/index.html
@@ -393,6 +393,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -424,22 +440,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-nanoclaw/index.html b/docs/blog/what-is-nanoclaw/index.html
index 98aa2ef33e..386846572e 100644
--- a/docs/blog/what-is-nanoclaw/index.html
+++ b/docs/blog/what-is-nanoclaw/index.html
@@ -353,6 +353,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -384,22 +400,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-opencode/index.html b/docs/blog/what-is-opencode/index.html
index 219f4862fd..e0471473ae 100644
--- a/docs/blog/what-is-opencode/index.html
+++ b/docs/blog/what-is-opencode/index.html
@@ -410,6 +410,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -441,22 +457,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-pi-agent/index.html b/docs/blog/what-is-pi-agent/index.html
index b7ed747a95..8cb981b9cd 100644
--- a/docs/blog/what-is-pi-agent/index.html
+++ b/docs/blog/what-is-pi-agent/index.html
@@ -364,6 +364,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -395,22 +411,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-roo-code/index.html b/docs/blog/what-is-roo-code/index.html
index 30eb4fc8f6..6a71e49295 100644
--- a/docs/blog/what-is-roo-code/index.html
+++ b/docs/blog/what-is-roo-code/index.html
@@ -326,6 +326,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -357,22 +373,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-vibe-coding/index.html b/docs/blog/what-is-vibe-coding/index.html
index 3ce78fd415..9932edbfe4 100644
--- a/docs/blog/what-is-vibe-coding/index.html
+++ b/docs/blog/what-is-vibe-coding/index.html
@@ -277,6 +277,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -308,22 +324,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-zcode/index.html b/docs/blog/what-is-zcode/index.html
index 1a20727aa7..91d3b1cdac 100644
--- a/docs/blog/what-is-zcode/index.html
+++ b/docs/blog/what-is-zcode/index.html
@@ -371,6 +371,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -402,22 +418,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/what-is-zeroclaw/index.html b/docs/blog/what-is-zeroclaw/index.html
index 0c22cf5386..5c31382057 100644
--- a/docs/blog/what-is-zeroclaw/index.html
+++ b/docs/blog/what-is-zeroclaw/index.html
@@ -312,6 +312,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -343,22 +359,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/when-do-agents-need-an-agent-protocol/index.html b/docs/blog/when-do-agents-need-an-agent-protocol/index.html
index 3b375579af..2996ac11e2 100644
--- a/docs/blog/when-do-agents-need-an-agent-protocol/index.html
+++ b/docs/blog/when-do-agents-need-an-agent-protocol/index.html
@@ -332,6 +332,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -363,22 +379,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/blog/why-cli-agents-are-powerful/index.html b/docs/blog/why-cli-agents-are-powerful/index.html
index 3f77455c03..e0fb7cf959 100644
--- a/docs/blog/why-cli-agents-are-powerful/index.html
+++ b/docs/blog/why-cli-agents-are-powerful/index.html
@@ -370,6 +370,22 @@ <h2 id="faq">FAQ</h2>
       <h2>Related in Concepts</h2>
       <div class="post-grid">
         <article class="card t-concepts">
+  <a class="thumb t-concepts" href="/blog/gemini-4-carbon/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gemini-4-carbon/hero.png" alt="" loading="lazy" decoding="async" /></a>
+  <div class="body">
+    <div class="meta">
+      <time datetime="2026-10-29">Oct 29, 2026</time>
+      <span class="dot" aria-hidden="true"></span>
+      <span>4 min</span>
+    </div>
+    <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
+    <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
+    <div class="foot">
+      <span class="tag kind">Concepts</span>
+      <a class="more" href="/blog/gemini-4-carbon/" aria-label="Read: Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)">Read →</a>
+    </div>
+  </div>
+</article>
+<article class="card t-concepts">
   <a class="thumb t-concepts" href="/blog/gpt-6-1-terra/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/gpt-6-1-terra/hero.png" alt="" loading="lazy" decoding="async" /></a>
   <div class="body">
     <div class="meta">
@@ -401,22 +417,6 @@ <h3><a href="/blog/what-is-claude-duet/">What Is Claude Duet? Anthropic&#39;s Pr
     </div>
   </div>
 </article>
-<article class="card t-concepts">
-  <a class="thumb t-concepts" href="/blog/deepseek-v4-1-flash-1017/" aria-hidden="true" tabindex="-1"><img src="/blog/assets/media/deepseek-v4-1-flash-1017/hero.png" alt="" loading="lazy" decoding="async" /></a>
-  <div class="body">
-    <div class="meta">
-      <time datetime="2026-10-17">Oct 17, 2026</time>
-      <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
-    </div>
-    <h3><a href="/blog/deepseek-v4-1-flash-1017/">DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup</a></h3>
-    <p class="dek">DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek&#39;s benchmarks, the API price and Claude Code setup.</p>
-    <div class="foot">
-      <span class="tag kind">Concepts</span>
-      <a class="more" href="/blog/deepseek-v4-1-flash-1017/" aria-label="Read: DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup">Read →</a>
-    </div>
-  </div>
-</article>
 
       </div>
     </section>
diff --git a/docs/llms.txt b/docs/llms.txt
index ceedc522c8..9f681663c1 100644
--- a/docs/llms.txt
+++ b/docs/llms.txt
@@ -68,7 +68,7 @@ Saturday 24 October 2026.
 <!-- BLOG:START generated by blog/scripts/postbuild.mjs -->
 ## Blog
 
-254 posts, grouped by topic, newest first in each topic. Topic hubs: https://munderdiffl.in/blog/topics/
+256 posts, grouped by topic, newest first in each topic. Topic hubs: https://munderdiffl.in/blog/topics/
 
 ### guides
 
@@ -135,6 +135,7 @@ Saturday 24 October 2026.
 
 ### concepts
 
+- [Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)](https://munderdiffl.in/blog/gemini-4-carbon/): Gemini 4 Carbon is Google's new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.
 - [GPT-6.1 Terra: Price, Specs and How to Use It in Codex (Oct 2026)](https://munderdiffl.in/blog/gpt-6-1-terra/): GPT-6.1 Terra is OpenAI's fast new model for images, computer use and writing: price, specs and how to pick it in Codex, checked 27 Oct 2026.
 - [What Is Claude Duet? Anthropic's Proactive Agent App, Explained](https://munderdiffl.in/blog/what-is-claude-duet/): Claude Duet is Anthropic's proactive agent app, in research preview since 21 Oct 2026: who can join, how it works, what it asks first and its limits.
 - [DeepSeek V4.1 Flash 1017: What Changed, the Price and Claude Code Setup](https://munderdiffl.in/blog/deepseek-v4-1-flash-1017/): DeepSeek V4.1 Flash 1017, released 17 Oct 2026 under MIT: what changed, DeepSeek's benchmarks, the API price and Claude Code setup.
@@ -253,6 +254,7 @@ Saturday 24 October 2026.
 
 ### news
 
+- [Agent Tools Today, 29 Oct 2026: Gemini 4 Carbon, Copilot Connectors, OpenCode Goals](https://munderdiffl.in/blog/agent-tools-today-2026-10-29/): The top launches, skills, multi agent moves, rising repos and arguments in AI agents from 28 to 29 Oct 2026, each with its source and date.
 - [Agent Tools Today, 26 Oct 2026: Kimi K3.1 Pro, Unified Claude Enterprise, ThinkRail](https://munderdiffl.in/blog/agent-tools-today-2026-10-26/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents from 23 to 26 Oct 2026, each with its source.
 - [Agent Tools Today, 23 Oct 2026: Claude Duet, OpenAI CLI, Nvidia OpenShell](https://munderdiffl.in/blog/agent-tools-today-2026-10-23/): The top launches, skills and MCP servers, multi agent moves, rising repos and arguments in coding agents on 23 Oct 2026, each with its source.
 - [Black October: What PHP2Shell Is and How to Patch (Oct 2026)](https://munderdiffl.in/blog/black-october-php2shell/): Black October is the scramble around PHP2Shell, two critical PHP flaws fixed on 21 Oct 2026. Who found them, the fixed versions and how to patch.
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index f3eeda71c1..065901bbba 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -10,7 +10,7 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://munderdiffl.in/</loc>
-    <lastmod>2026-10-27</lastmod>
+    <lastmod>2026-10-29</lastmod>
     <changefreq>weekly</changefreq>
     <priority>1.0</priority>
   </url>
@@ -24,6 +24,18 @@
   <url><loc>https://munderdiffl.in/blog/</loc><changefreq>daily</changefreq><priority>0.9</priority></url>
   <url><loc>https://munderdiffl.in/blog/topics/</loc><changefreq>weekly</changefreq><priority>0.6</priority></url>
   <url><loc>https://munderdiffl.in/blog/about/</loc><changefreq>monthly</changefreq><priority>0.4</priority></url>
+  <url>
+    <loc>https://munderdiffl.in/blog/agent-tools-today-2026-10-29/</loc>
+    <lastmod>2026-10-29</lastmod>
+    <changefreq>monthly</changefreq>
+    <priority>0.8</priority>
+  </url>
+  <url>
+    <loc>https://munderdiffl.in/blog/gemini-4-carbon/</loc>
+    <lastmod>2026-10-29</lastmod>
+    <changefreq>monthly</changefreq>
+    <priority>0.8</priority>
+  </url>
   <url>
     <loc>https://munderdiffl.in/blog/gpt-6-1-terra/</loc>
     <lastmod>2026-10-27</lastmod>

From 7a0169f6223659a1ae2be987ed834cbef6cf836b Mon Sep 17 00:00:00 2001
From: chaitanyagiri <girichaitanya11@gmail.com>
Date: Thu, 29 Oct 2026 11:41:41 +0530
Subject: [PATCH 2/2] seo-engine: Gemini 4 Carbon page states plainly it is not
 open yet

Says Munder Difflin does not offer Carbon, that Google published no
Carbon model ID on 29 Oct 2026, and that nobody outside the early
groups can use it; adds the models page source and a model ID row.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
---
 blog/src/posts/gemini-4-carbon.md                    |  7 ++++---
 docs/blog/agents-rule-of-two/index.html              |  2 +-
 docs/blog/ai-agent-glossary/index.html               |  2 +-
 .../index.html                                       |  2 +-
 docs/blog/claude-code-agent-teams/index.html         |  2 +-
 docs/blog/claude-code-projects/index.html            |  2 +-
 docs/blog/claude-code-router/index.html              |  2 +-
 docs/blog/claude-code-routines/index.html            |  2 +-
 docs/blog/claude-haiku-5-5/index.html                |  2 +-
 .../index.html                                       |  2 +-
 docs/blog/deepseek-v4-1-flash-1017/index.html        |  2 +-
 docs/blog/do-more-with-less-model-routing/index.html |  2 +-
 docs/blog/gemini-4-argon-inside-google/index.html    |  2 +-
 docs/blog/gemini-4-argon/index.html                  |  2 +-
 docs/blog/gemini-4-carbon/index.html                 | 12 ++++++++----
 .../index.html                                       |  2 +-
 docs/blog/gpt-6-1-terra/index.html                   |  2 +-
 docs/blog/gpt-6-intelligent-ui/index.html            |  2 +-
 .../how-ai-agents-verify-their-own-work/index.html   |  2 +-
 docs/blog/how-much-does-claude-code-cost/index.html  |  2 +-
 docs/blog/index.html                                 |  2 +-
 docs/blog/is-claude-code-max-worth-it/index.html     |  2 +-
 docs/blog/is-claude-code-open-source/index.html      |  2 +-
 docs/blog/is-ollama-good-for-coding/index.html       |  2 +-
 .../long-running-agents-the-2026-shift/index.html    |  2 +-
 docs/blog/loop-engineering-for-ai-agents/index.html  |  2 +-
 docs/blog/mistral-large-4/index.html                 |  2 +-
 docs/blog/munder-difflin-faq/index.html              |  2 +-
 docs/blog/muse-wonder/index.html                     |  2 +-
 docs/blog/open-source-ai-tools-on-purpose/index.html |  2 +-
 docs/blog/openai-decisions-api/index.html            |  2 +-
 docs/blog/openai-text-watermarking/index.html        |  2 +-
 docs/blog/opencode-2-0/index.html                    |  2 +-
 docs/blog/reflection-beam/index.html                 |  2 +-
 .../review-agent-work-where-it-happens/index.html    |  2 +-
 docs/blog/shareable-agent-roles/index.html           |  2 +-
 docs/blog/tags/ai-agents/index.html                  |  2 +-
 docs/blog/tags/concepts/index.html                   |  2 +-
 docs/blog/tags/models/index.html                     |  2 +-
 .../index.html                                       |  2 +-
 docs/blog/topics/concepts/index.html                 |  2 +-
 .../index.html                                       |  2 +-
 docs/blog/what-are-claude-code-agents/index.html     |  2 +-
 docs/blog/what-is-a-multi-agent-harness/index.html   |  2 +-
 docs/blog/what-is-aeo-for-dev-tools/index.html       |  2 +-
 .../index.html                                       |  2 +-
 docs/blog/what-is-an-mcp-server/index.html           |  2 +-
 docs/blog/what-is-chatgpt-dots/index.html            |  2 +-
 docs/blog/what-is-claude-agent-sdk/index.html        |  2 +-
 docs/blog/what-is-claude-cowork/index.html           |  2 +-
 docs/blog/what-is-claude-duet/index.html             |  2 +-
 docs/blog/what-is-codex/index.html                   |  2 +-
 docs/blog/what-is-gemini-spark/index.html            |  2 +-
 docs/blog/what-is-harness-engineering/index.html     |  2 +-
 docs/blog/what-is-hermes-agent/index.html            |  2 +-
 docs/blog/what-is-nanoclaw/index.html                |  2 +-
 docs/blog/what-is-opencode/index.html                |  2 +-
 docs/blog/what-is-pi-agent/index.html                |  2 +-
 docs/blog/what-is-roo-code/index.html                |  2 +-
 docs/blog/what-is-vibe-coding/index.html             |  2 +-
 docs/blog/what-is-zcode/index.html                   |  2 +-
 docs/blog/what-is-zeroclaw/index.html                |  2 +-
 .../when-do-agents-need-an-agent-protocol/index.html |  2 +-
 docs/blog/why-cli-agents-are-powerful/index.html     |  2 +-
 64 files changed, 74 insertions(+), 69 deletions(-)

diff --git a/blog/src/posts/gemini-4-carbon.md b/blog/src/posts/gemini-4-carbon.md
index d40f3e1e44..ed7b4fb359 100644
--- a/blog/src/posts/gemini-4-carbon.md
+++ b/blog/src/posts/gemini-4-carbon.md
@@ -24,7 +24,7 @@ faq:
 
 Gemini 4 Carbon is Google's new frontier model, announced 28 Oct 2026, and you cannot use it yet unless you are one of the cyber defenders in its first group. Google's post of 28 Oct 2026 says it will launch at Argon's introductory price, $2 input and $10 output per million tokens.
 
-New models end up inside the agents you run. [Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. The [install guide](/blog/how-to-install-and-use-munder-difflin/) covers setup, and the [Concepts hub](/blog/topics/concepts/) explains the terms.
+New models end up inside the agents you run. [Munder Difflin](https://harnessmd.com/download) is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. It does not offer Gemini 4 Carbon: on 29 Oct 2026 Google had published no Carbon model ID for developers. The [install guide](/blog/how-to-install-and-use-munder-difflin/) covers setup, and the [Concepts hub](/blog/topics/concepts/) explains the terms.
 
 ## What is Gemini 4 Carbon?
 
@@ -36,9 +36,9 @@ The post says Carbon is "built for sustained agentic workflows" and that Google'
 
 ## Who can use Gemini 4 Carbon?
 
-Only a small group for now. Google says that "starting this week" it will give Carbon to a subset of cyber defenders, then "gradually phase access to additional trusted partners" through its [Fairwind Program](https://deepmind.google/fairwind-program/). Developers, businesses and consumers come after that, "as soon as possible", with no date.
+Only a small group for now. Google says that "starting this week" it will give Carbon to a subset of cyber defenders, then "gradually phase access to additional trusted partners" through its [Fairwind Program](https://deepmind.google/fairwind-program/). Developers, businesses and consumers come after that, "as soon as possible", with no date. Until then nobody outside those groups can use it, in the Gemini API or anywhere else.
 
-Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government's voluntary process for testing models before release. On 29 Oct 2026 the Gemini API [pricing page](https://ai.google.dev/gemini-api/docs/pricing) listed Gemini 4 Argon but had no Carbon entry.
+Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government's voluntary process for testing models before release. On 29 Oct 2026 the Gemini API [models page](https://ai.google.dev/gemini-api/docs/models) and [pricing page](https://ai.google.dev/gemini-api/docs/pricing) listed Gemini 4 Argon but had no Carbon entry and no Carbon model ID.
 
 Argon followed the same path. Google's [developer post](https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/) of 13 October 2026 opened it on the paid tier of the Gemini API in Google AI Studio and Android Studio, and to Google AI Ultra subscribers in AI Studio and Google Antigravity.
 
@@ -95,6 +95,7 @@ Our view: these are vendor numbers from one post, so read them as Google's claim
 | Launch price | $2 input and $10 output per 1M tokens, introductory |
 | Price after the introductory period | $4 input and $20 output per 1M tokens |
 | Cached input | 95% off the input price |
+| Public model ID | None published, checked 29 Oct 2026 |
 | In the Gemini API pricing page | Not yet |
 
 <link rel="stylesheet" href="/blog/assets/media/gemini-4-carbon/motion.css"><script defer src="/blog/assets/media/gemini-4-carbon/motion.js"></script>
diff --git a/docs/blog/agents-rule-of-two/index.html b/docs/blog/agents-rule-of-two/index.html
index 7409d74bd0..c2d1557099 100644
--- a/docs/blog/agents-rule-of-two/index.html
+++ b/docs/blog/agents-rule-of-two/index.html
@@ -336,7 +336,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/ai-agent-glossary/index.html b/docs/blog/ai-agent-glossary/index.html
index 85fd073d27..6aca8d7de5 100644
--- a/docs/blog/ai-agent-glossary/index.html
+++ b/docs/blog/ai-agent-glossary/index.html
@@ -308,7 +308,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/can-claude-code-agents-talk-to-each-other/index.html b/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
index 299d5d08cb..0eaf817721 100644
--- a/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
+++ b/docs/blog/can-claude-code-agents-talk-to-each-other/index.html
@@ -346,7 +346,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-code-agent-teams/index.html b/docs/blog/claude-code-agent-teams/index.html
index 020f4a2a96..8127ae1eb4 100644
--- a/docs/blog/claude-code-agent-teams/index.html
+++ b/docs/blog/claude-code-agent-teams/index.html
@@ -340,7 +340,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-code-projects/index.html b/docs/blog/claude-code-projects/index.html
index 34a9b0e84f..6d3c06606b 100644
--- a/docs/blog/claude-code-projects/index.html
+++ b/docs/blog/claude-code-projects/index.html
@@ -330,7 +330,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-code-router/index.html b/docs/blog/claude-code-router/index.html
index a12e844eef..aff793ef40 100644
--- a/docs/blog/claude-code-router/index.html
+++ b/docs/blog/claude-code-router/index.html
@@ -319,7 +319,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-code-routines/index.html b/docs/blog/claude-code-routines/index.html
index 332163fdbe..d98c8b1196 100644
--- a/docs/blog/claude-code-routines/index.html
+++ b/docs/blog/claude-code-routines/index.html
@@ -358,7 +358,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-haiku-5-5/index.html b/docs/blog/claude-haiku-5-5/index.html
index 9468d7c9f2..08d68ea2f6 100644
--- a/docs/blog/claude-haiku-5-5/index.html
+++ b/docs/blog/claude-haiku-5-5/index.html
@@ -389,7 +389,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/claude-managed-agents-dynamic-workflows/index.html b/docs/blog/claude-managed-agents-dynamic-workflows/index.html
index b031e470c5..186da63f76 100644
--- a/docs/blog/claude-managed-agents-dynamic-workflows/index.html
+++ b/docs/blog/claude-managed-agents-dynamic-workflows/index.html
@@ -343,7 +343,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/deepseek-v4-1-flash-1017/index.html b/docs/blog/deepseek-v4-1-flash-1017/index.html
index ef7eb6809f..8ca58ded15 100644
--- a/docs/blog/deepseek-v4-1-flash-1017/index.html
+++ b/docs/blog/deepseek-v4-1-flash-1017/index.html
@@ -395,7 +395,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/do-more-with-less-model-routing/index.html b/docs/blog/do-more-with-less-model-routing/index.html
index 1e93afcab0..611ffd8235 100644
--- a/docs/blog/do-more-with-less-model-routing/index.html
+++ b/docs/blog/do-more-with-less-model-routing/index.html
@@ -335,7 +335,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/gemini-4-argon-inside-google/index.html b/docs/blog/gemini-4-argon-inside-google/index.html
index 121ea038bb..beb03d585d 100644
--- a/docs/blog/gemini-4-argon-inside-google/index.html
+++ b/docs/blog/gemini-4-argon-inside-google/index.html
@@ -271,7 +271,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/gemini-4-argon/index.html b/docs/blog/gemini-4-argon/index.html
index 4d6f22edc6..6b46a1c5f4 100644
--- a/docs/blog/gemini-4-argon/index.html
+++ b/docs/blog/gemini-4-argon/index.html
@@ -413,7 +413,7 @@ <h2>Related in Concepts</h2>
     <div class="meta">
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true"></span>
-      <span>4 min</span>
+      <span>5 min</span>
     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/gemini-4-carbon/index.html b/docs/blog/gemini-4-carbon/index.html
index 19c8a512c9..bf33130016 100644
--- a/docs/blog/gemini-4-carbon/index.html
+++ b/docs/blog/gemini-4-carbon/index.html
@@ -177,7 +177,7 @@ <h1>Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</h1>
       <span class="dot" aria-hidden="true">·</span>
       <time datetime="2026-10-29">Oct 29, 2026</time>
       <span class="dot" aria-hidden="true">·</span>
-      <span>4 min read</span>
+      <span>5 min read</span>
       <span class="tag kind">Concepts</span>
     </div>
   </header>
@@ -187,14 +187,14 @@ <h1>Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</h1>
   <div class="post-wrap wrap">
     <div class="prose">
       <p>Gemini 4 Carbon is Google’s new frontier model, announced 28 Oct 2026, and you cannot use it yet unless you are one of the cyber defenders in its first group. Google’s post of 28 Oct 2026 says it will launch at Argon’s introductory price, $2 input and $10 output per million tokens.</p>
-<p>New models end up inside the agents you run. <a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. The <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a> covers setup, and the <a href="/blog/topics/concepts/">Concepts hub</a> explains the terms.</p>
+<p>New models end up inside the agents you run. <a href="https://harnessmd.com/download">Munder Difflin</a> is free and open source: a desktop app that runs a team of AI agents for all kinds of knowledge work, coding included, on your own computer. It runs engines such as Claude Code, Codex and Gemini CLI. It does not offer Gemini 4 Carbon: on 29 Oct 2026 Google had published no Carbon model ID for developers. The <a href="/blog/how-to-install-and-use-munder-difflin/">install guide</a> covers setup, and the <a href="/blog/topics/concepts/">Concepts hub</a> explains the terms.</p>
 <h2 id="what-is-gemini-4-carbon" tabindex="-1">What is Gemini 4 Carbon? <a class="anchor" href="#what-is-gemini-4-carbon" aria-hidden="true">#</a></h2>
 <p>Gemini 4 Carbon is the model Google placed above <a href="/blog/gemini-4-argon/">Gemini 4 Argon</a>, aimed at long engineering jobs and security work. Google’s <a href="https://blog.google/innovation-and-ai/models-and-research/gemini-models/introducing-gemini-4-carbon/">launch post</a> of 28 October 2026 calls it “our strongest model with state-of-the-art cybersecurity and long horizon capabilities”.</p>
 <p>The post says Carbon is “built for sustained agentic workflows” and that Google’s teams have seen it “run for days” on multi step engineering tasks, such as finding the root cause of subtle bugs across large codebases. It builds on Argon, which the same post says launched two weeks earlier.</p>
 <figure class="mg" data-scene="podium"><img src="/blog/assets/media/gemini-4-carbon/podium.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a two step podium stands empty. A block labelled Argon drops onto the lower step with a tag Open now, then a block labelled Carbon drops onto the higher step with a tag Early access."><figcaption>Carbon sits above Argon in Google's Gemini 4 line, per Google's launch post of 28 Oct 2026.</figcaption></figure>
 <h2 id="who-can-use-gemini-4-carbon" tabindex="-1">Who can use Gemini 4 Carbon? <a class="anchor" href="#who-can-use-gemini-4-carbon" aria-hidden="true">#</a></h2>
-<p>Only a small group for now. Google says that “starting this week” it will give Carbon to a subset of cyber defenders, then “gradually phase access to additional trusted partners” through its <a href="https://deepmind.google/fairwind-program/">Fairwind Program</a>. Developers, businesses and consumers come after that, “as soon as possible”, with no date.</p>
-<p>Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government’s voluntary process for testing models before release. On 29 Oct 2026 the Gemini API <a href="https://ai.google.dev/gemini-api/docs/pricing">pricing page</a> listed Gemini 4 Argon but had no Carbon entry.</p>
+<p>Only a small group for now. Google says that “starting this week” it will give Carbon to a subset of cyber defenders, then “gradually phase access to additional trusted partners” through its <a href="https://deepmind.google/fairwind-program/">Fairwind Program</a>. Developers, businesses and consumers come after that, “as soon as possible”, with no date. Until then nobody outside those groups can use it, in the Gemini API or anywhere else.</p>
+<p>Google says it is gathering feedback and working on guardrails first, and that it takes part in the U.S. government’s voluntary process for testing models before release. On 29 Oct 2026 the Gemini API <a href="https://ai.google.dev/gemini-api/docs/models">models page</a> and <a href="https://ai.google.dev/gemini-api/docs/pricing">pricing page</a> listed Gemini 4 Argon but had no Carbon entry and no Carbon model ID.</p>
 <p>Argon followed the same path. Google’s <a href="https://blog.google/innovation-and-ai/technology/developers-tools/build-with-gemini-4-argon/">developer post</a> of 13 October 2026 opened it on the paid tier of the Gemini API in Google AI Studio and Android Studio, and to Google AI Ultra subscribers in AI Studio and Google Antigravity.</p>
 <figure class="mg" data-scene="ticket"><img src="/blog/assets/media/gemini-4-carbon/ticket.png" width="1600" height="1200" loading="lazy" decoding="async" alt="Animation. On a white background, a row of three ticket stubs is torn off one at a time. The first reads Cyber defenders and is stamped with a mint tick. The second reads Trusted partners and the third reads Developers, both marked Later."><figcaption>Google's rollout order for Carbon: cyber defenders, then trusted partners through Fairwind, then developers, per its post of 28 Oct 2026.</figcaption></figure>
 <h2 id="how-much-will-gemini-4-carbon-cost" tabindex="-1">How much will Gemini 4 Carbon cost? <a class="anchor" href="#how-much-will-gemini-4-carbon-cost" aria-hidden="true">#</a></h2>
@@ -315,6 +315,10 @@ <h2 id="gemini-4-carbon-at-a-glance-checked-29-oct-2026" tabindex="-1">Gemini 4
 <td>95% off the input price</td>
 </tr>
 <tr>
+<td>Public model ID</td>
+<td>None published, checked 29 Oct 2026</td>
+</tr>
+<tr>
 <td>In the Gemini API pricing page</td>
 <td>Not yet</td>
 </tr>
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
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     </div>
     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html b/docs/blog/the-clone-army-trap-mixed-swarm-vs-identical-agents/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/topics/concepts/index.html b/docs/blog/topics/concepts/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html b/docs/blog/voice-as-a-control-plane-for-agent-fleets/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-are-claude-code-agents/index.html b/docs/blog/what-are-claude-code-agents/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-a-multi-agent-harness/index.html b/docs/blog/what-is-a-multi-agent-harness/index.html
index bc1be76592..bda1c47b5a 100644
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-aeo-for-dev-tools/index.html b/docs/blog/what-is-aeo-for-dev-tools/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-an-agent-development-environment/index.html b/docs/blog/what-is-an-agent-development-environment/index.html
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--- a/docs/blog/what-is-an-agent-development-environment/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-an-mcp-server/index.html b/docs/blog/what-is-an-mcp-server/index.html
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--- a/docs/blog/what-is-an-mcp-server/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-chatgpt-dots/index.html b/docs/blog/what-is-chatgpt-dots/index.html
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--- a/docs/blog/what-is-chatgpt-dots/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-claude-agent-sdk/index.html b/docs/blog/what-is-claude-agent-sdk/index.html
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--- a/docs/blog/what-is-claude-agent-sdk/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-claude-cowork/index.html b/docs/blog/what-is-claude-cowork/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-claude-duet/index.html b/docs/blog/what-is-claude-duet/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-codex/index.html b/docs/blog/what-is-codex/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-gemini-spark/index.html b/docs/blog/what-is-gemini-spark/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-harness-engineering/index.html b/docs/blog/what-is-harness-engineering/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-hermes-agent/index.html b/docs/blog/what-is-hermes-agent/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-nanoclaw/index.html b/docs/blog/what-is-nanoclaw/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-opencode/index.html b/docs/blog/what-is-opencode/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-pi-agent/index.html b/docs/blog/what-is-pi-agent/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-roo-code/index.html b/docs/blog/what-is-roo-code/index.html
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--- a/docs/blog/what-is-roo-code/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-vibe-coding/index.html b/docs/blog/what-is-vibe-coding/index.html
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--- a/docs/blog/what-is-vibe-coding/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-zcode/index.html b/docs/blog/what-is-zcode/index.html
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--- a/docs/blog/what-is-zcode/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/what-is-zeroclaw/index.html b/docs/blog/what-is-zeroclaw/index.html
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--- a/docs/blog/what-is-zeroclaw/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/when-do-agents-need-an-agent-protocol/index.html b/docs/blog/when-do-agents-need-an-agent-protocol/index.html
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>
diff --git a/docs/blog/why-cli-agents-are-powerful/index.html b/docs/blog/why-cli-agents-are-powerful/index.html
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--- a/docs/blog/why-cli-agents-are-powerful/index.html
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     <div class="meta">
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     <h3><a href="/blog/gemini-4-carbon/">Gemini 4 Carbon: Price, Access and How It Compares to Argon (Oct 2026)</a></h3>
     <p class="dek">Gemini 4 Carbon is Google&#39;s new frontier model, so far for a group of cyber defenders: its launch price, who can use it and how it compares to Argon.</p>