Hi, I'm Gabe, and lately, I've been doing a lot of agentic plumbing to design clear & tasteful AI products & workflows.
For 15 years, I’ve worked somewhere between how things work and why they matter as a product marketer, growth manager, social lead, and all things marketing. Now, I can apply my marketing vertical as an AI Applied Software Engineer to design, create, and manage complex systems, apps & products that people can easily understand & love.
How I think about work: Intro video · Creative video · Thoughts on using AI for writing · Thoughts on using AI for coding · Thoughts on using AI for Marketing . How I can provide ROI right away
- Maria: An iOS app that helps older adults check suspicious messages for scams.
- Hedwig: The safety trigger onchain agents check before they pay.
- Tixmancer: An AI assistant for secondhand finds within your budget.
An AI harness gives a model the tools, memory and controls to work through a task.
Agent = Model + Harness
The model chooses the next step. The harness runs permitted tools, keeps context and returns results for the next step. Evals check how the system behaves.
| Harness | What it does | Access |
|---|---|---|
| HyperBots | Coordinates specialist agents for software and marketing work. | Private, invite-only |
| OpSec | Takes security research from code review to QA, PR & PoC. | Private, invite-only |
An augment packages a workflow for your AI assistant as a folder or plugin. Skills supply instructions; hooks run checks, and the README explains how to use it.
| Augment | What it does | Access |
|---|---|---|
| Scout | Gives your agent wallet payments, DCA & PnL tools. | Open source, MIT |
| Job-hunt | Guides you through a personable job-search workflow. | Open source, MIT · Experimental |
| Cinematic site | Builds animated websites for portfolios w/ strong UI, SEO, and AEO. | Private, invite-only |
| Demo video | Renders a short product demo video from a product brief, monorepo, or PR. | Private, invite-only |
| Gabe Factory | Prepares content drafts from sources for my review. | Private, invite-only |
| Project | What it does |
|---|---|
| Prospector | Researches and qualifies outbound leads for human review. |
| Launch Factory | Drafts launch assets from release files, with source citations and human approval. |
| TAM mapper | Combines account lists, removes duplicates, and groups accounts by fit. |
| Outbound personalizer | Adapts outbound copy to each account segment. |
| Objections to content | Turns sales-call objections into a content calendar. |
| Campaign launcher | Checks lead lists and email sequences before launch. |
| Content repurposer | Finds relevant material in your published work. |
| Campaign analyzer | Compares campaign results by audience and copy variant. |
Few bounties found across Anchor, Ern Protocol, Quantus, Pareto, and one more currently under review. My Anchor report includes a proof of concept and fix for incorrect account reads. I also built a Solana Vault Standard extension for a Superteam bounty.
At a barbecue, my childhood friend Gabriel Paz told me his painting studio needed more students. I built his landing page with local SEO and structured data for search and AI discovery. A few weeks later, demand had grown enough that he had to open a waitlist.
Clawmanship · SafeSkill · Grimoire · Solana Ship Gate · Solana Narrative Tracker · Prediction Pari Market · Privacy for Solana · Patronus · SolGuard · Agenthub · E-commerce Data Analysis with Panda · WalletBrief for Monad
I write about AI, marketing, and what I learn from building at my blog.




