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How I work

How I ship with agents

Designer first; agentic engineering is the multiplier. What follows isn't a tool list — it's the discipline that keeps taste intact when you build at agent speed.

The loop

Every project runs the same loop — understand to ship.

Understandinterviews, research synthesis
Exploremultiple solutions on the table
Decidepick the direction, name what's out
Builddev-ready files, not designer-ready
Ship & learntelemetry, feedback, tighter loop

The AI stack

Two agent heads, two review gates.

Claude Codeprimary build agent
Codexsecond head
Adversarial reviewred-team the plan
Independent reviewfresh-eyes audit

The signature pipeline

The review leg catches real defects and bounces work back — that rework loop is the point. Loops slowly.

01SpecWrite the intent
02Adversarial reviewRed-team the plan
03Delegated buildAgents implement
04Independent reviewFresh agent audits
05Verify & shipTests, then ship

Real evidence

3
services live, end-to-end
120+
automated tests
3
dangerous defects caught pre-ship