Writing

Field notes.

What I’ve learned shipping agents into regulated work, and what keeps breaking when nobody’s watching.

Mar 28, 20261 min read

Shipping multi-agent systems you can actually trust

Lessons from putting a five-stage agentic pipeline into a regulated, audit-heavy workflow — and the boundary between LLM judgment and deterministic math.

#agents#reliability#production

Feb 14, 20261 min read

Reliability is a data problem hiding in an engineering job

Sixty-year-old reliability workflows collapse the moment you treat them as a dataset. Here's what I see when I squint at a FMECA from the data side.

#reliability#data#defense