Projects

A production-tested architecture for building AI agents that learn from their mistakes. Persistent memory, self-correcting behavior through structured mistake logging, multi-terminal continuity, and autonomous scheduled operations — all backed by Supabase and Claude Code.

An AI-powered platform that functions as a full operating system for automotive enthusiasts. Garage management, fuel tracking, maintenance logs, parts inventory, mods, and workshop job planning.