I architect AI-native systems — memory substrates, autonomous agents, secure tooling, and the human-facing layer that makes them trustworthy.
- agentmem — CLI memory infrastructure for AI agents. SQLite + FTS5. Tiered events, entities, lessons, principles.
- pr-shepherd — AI agent that auto-fixes CI failures on your PRs. Watches, diagnoses, fixes, pushes — until green.
- AiProductEngineerQuestions — 500+ curated questions defining the AI Product Engineering discipline. Entry-level through Staff/Principal.
- HoloAiBuddy — Cube display API + Cursor hooks for ambient AI presence.





