Writing

Guides and field notes for the AI-assisted team

Practical, tool-agnostic guides on AI-assisted engineering and running real production systems with small teams.

One repository, one shared brain illustration

One Repository. One Shared Brain.

A step-by-step guide to giving every developer and every AI coding agent the same project memory, in any environment: one canonical AGENTS.md, a versioned .ai/ knowledge base, the operating rules that keep it trustworthy, and the point where a memory service becomes worth it.

July 2026 · 11 min read