Writing
Notes on AI PM craft
Notes on AI PM craft, shipped work, and how I think about trust in product.
2026-03-15
How I think about AI product management
Probabilistic outputs, trust, and why the hardest work is defining “good” before you touch the model.
Read post →2026-03-10
AuditAI: six agents, governance, and measured automation
Shipping multi-agent workflows inside a regulated nonprofit — alignment with Auditing, engineering, and General Counsel.
Read post →2026-03-01
How I write specs when the output is probabilistic
A lightweight PRD pattern for RAG and agents: intents, failure modes, and success metrics that aren’t vanity.
Read post →