Build in public

Writing.

Notes from the work itself — spec-driven development, getting AI agents to deliver like a team, and the governance that earns trust in fintech, supply chain, and defense.

30 Jun 2026 · 4 min read · Build in Public · Agentic

Six AI agents. One human keeping them honest.

I went from working with one AI assistant to running a whole team of them — analyst, PM, architect, builder, reviewer, each with one job. My role isn't any of those seats. It's to run the room and keep the paper trail clean enough to defend.

Multi-AgentAgentic Delivery GovernanceTraceabilityBMAD
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24 Jun 2026 · 5 min read · Build in Public · Migration

I changed a live app without losing a single row of data. Here's how.

Building an app with AI is the easy demo. Safely changing software that's already running — with real data inside it — is the hard part fintech, supply chain, and defense teams do every day. I added a feature to my RAID tool and proved I didn't break a thing.

Agentic DeliveryDatabase Migration GovernanceTraceabilityRAID
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17 Jun 2026 · 5 min read · Build in Public · Demo

I built a project tool without writing the code. Here's exactly how.

I built a working RAID register this week — and didn't type the code. I directed an AI agent through a governed, spec-driven process and reviewed at every gate. Watch the demo, and read the real constitution, spec, and plan.

Agentic DeliveryDemo Video GovernanceTraceabilityRAID
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15 Jun 2026 · 7 min read · Agentic Delivery

I'm teaching AI agents to deliver like a team — not a tool

A project manager's path to spec-driven, agentic delivery — and the three documents (a constitution, a spec, and a plan) I wrote before the AI was allowed to touch a single line of code. The full artifacts are attached.

Spec-Driven DevelopmentAI Agents GovernanceRAIDGitHub Spec Kit · OpenSpec · BMAD
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