Writing
Long-form notes on AI systems, engineering leadership, design systems, and building in public — written the way I think aloud, not the way a press release sounds.
What My Side Projects Are Really About
ChillStep Radio, quantum chaos, synesthetic pianos, and a robots.txt for AI — the side projects I build when enterprise platforms go quiet and curiosity takes the wheel.
The Boring Go Layer Between Your RAG Demo and Production
RAG demos live in notebooks. Production RAG lives in ingestion pipelines — and I keep choosing Go for the unglamorous middle.
Validating Agent Outputs in Go Before They Touch Production
Structured outputs, schema validation, and the boring Go layer that keeps probabilistic agents from becoming probabilistic incidents.
Context Is the Kill Switch: Go, Cancellation, and LLM Timeouts
Why context.Context is the most underrated tool in production LLM orchestration — and what happens when you forget the kill switch.
The Case for Sharp Design Systems in 2026
REDLINE is my design system — precise, confident, and built for clarity. Here's why sharp geometry and disciplined red feel more honest than another round of soft corners.
Building Production-Grade AI Agents at Enterprise Scale
Lessons from deploying multi-agent systems integrated with real-time claims, membership, and payment pipelines while maintaining strict healthcare compliance.