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I build systems, play guitar, and think about thinking.
// featured projects
Guitar practice intelligence — BPM detection, chord recognition, and mood analysis for distorted guitar. Training data is the moat.
Philosophy meets grounded AI. A PWA where you consult historical thinkers, powered by RAG and cost-aware inference.
Persistent continuity for AI coding agents. Handoff protocols, session memory, and workspace governance as code.
// recent writing