Field notes on how teams ship software — and the tools that make pairing with AI agents feel less like a sword fight.
Long-form essays on plan-of-record, evidence layers, agent runtimes, and the anti-patterns engineering teams ship when a model is in the loop. Plus the Go libraries I build alongside them.
What's here
- Writing — Field Notes, long-form essays on shipping software with AI agents.
- Lab — the open-source Go libraries + AI-agent tooling, plus Armada (paid, Atlassian Marketplace).
- Armada — campaign orchestration for Jira. Marketplace app + canonical site at armada.run.
- About — the long bio.
Right now
Building nomi (local-first coding agent), roady (plan-of-record), tokenops (LLM rate-limit telemetry), nox (AI-app security scanner), and the rest of a small Go stack for agent infra — see /lab for the full shelf, /now for current focus.