Work
The work, with the mechanism shown.
- · Case study
A green run is not proof: building an agent platform around silent failure
A production coaching agent for a sim racing team, built solo on Cloudflare and Claude. Every control in it exists because something failed without saying so.
- · Case study
Replacing guessed delivery dates with calibrated forecasts
An agent-native forecasting tool for engineering managers that grew from a set of Claude Skills into an internal MCP server, and ended up inside the org's roadmapping process.