Public profile
Writing
Articles, notes, and longer-form thinking can be published here.
Writing highlights
Writing highlights are shown here. Use chat if you want the themes, recency, or context behind the work.
From Development Governance to Production Governance
Published: 2026-04-14
Explains how development governance, release lanes, and production smoke testing work together to turn confidence into live, verifiable evidence.
Strong engineers need more than a polished summary now
Published: 2026-04-07
Argues that polished summaries are no longer enough, and that engineers need proof surfaces that hold up under deeper inspection.
I have a dark factory for engineering. I now have a factory for marketing too.
Published: 2026-04-02
Describes a cross-functional workflow where marketing and engineering agents collaborate through bounded handoffs, review, and validation.
Your app is not agent accessible because it has a chatbot
Published: 2026-04-01
Explains why agent-accessible software requires inspectable state, safe actions, clear permissions, and real task completion rather than a chatbot wrapper.
One small change that's made AI-assisted refactoring feel production-ready for me
Published: 2026-03-05
Shows how requiring agents to explain their practices, evidence, and verification turns AI-assisted refactoring into something auditable and trustworthy.