Blog
Working notes on architecture, cloud infrastructure and AI systems — written as things ship.
Treating the job search as a data pipeline — ingest, assess, shortlist, align — and why the most useful AI hiring tool is the one that gets out of the way.
The architecture of myAI — a git-versioned memory layer, a specialist agent fleet, an autonomous off-hours runner, and an MCP gateway that ties them together. How it works, why it's shaped this way, and where it could go.
The architecture of Connect — an installable support hub where a bug report becomes an AI-triaged, human-approved, autonomously-built fix with a live public timeline. The triage→fix loop, the safety model, and how a year of plans reshaped the ambition.