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Massive

  • SPEC.md

Significant

  • Auto-planning => auto quick-win/low-uncertainty
  • Auto Maintenance (TODO/soon)
  • MEMORY.md

Niceties

  • Enhanced system prompt
    • No implicit decisions
    • No laziness
    • Human readable agent messages (TODO/soon)
    • AC (Acceptance Criteria) (TODO/maybe)
  • Auto bug fixing (TODO/maybe)
    • GitHub CI red
    • Sentry red
    • Production errors (e.g. Cloudflare logs)
  • Presets
    • High-quality presets
    • Bring your presets
  • Notifications
  • Swarm of local machines

Candidates

  • Let users drive agents via GitHub
  • 10x better better PR descriptions: one-sentence description, TLDR, problems, solutions, flows (business logic), details
    • Maybe via enhanced system prompt?
  • Advanced planning (like Traycer)
  • Auto-model chooser (use cheap model to analyze prompt and select the right model)

Open Questions

  • "Programs" => mix of skills/loops/on-going-work/routines
  • Modularity
  • Make most features headless: no need for dashboard, nor TF's code — new agent capabilities are simply teached via AGENTS.md

Postponed