Tools we ship under MIT. Notes from installing AI into real companies. Methodology, anti-patterns, and the occasional rant.
A pipeline to track what you're building and make sure Claude follows through on every step. PB, DD, PRD, Build. MIT.
Self-hosted Slack bridge. Each thread is its own isolated Claude session. No API keys, no per-token costs.
The free preview of the Ace system. Agents, hooks, OKRs, and natural-language git in one starter repo. MIT.
A VS Code extension to annotate Markdown with feedback LLMs can read: highlight, comment, edit, delete. MIT.
From empty folder to AI that knows your projects, calendar, and decisions. A week-by-week breakdown of workspace onboarding.
Read article →Re-explaining your business from scratch in every conversation.
The session logging pattern that gives AI memory across conversations.
One-way propagation from a master source is the only pattern that scales.
Why complex tasks fail and the structural patterns that keep agents on track.