SOPs, playbooks, field notes.

AI in software delivery.

Practical writing on how engineering and delivery teams actually use AI day to day. From solo dev to enterprise rollout. No demos, no hype.

What you'll find here

Documented procedures your team can actually run.

What's working in shipping, not in slide decks.

Solo, small team, mid org, enterprise. Same principles, different mechanics.

Going from curious to consistent.

The five costs vendors leave off the invoice when you let AI run your whole workflow.

Score yourself on the 8 skills of the AI era's most valuable engineer, then fix the first gap.

Why I stopped using my coding agent like a tool and started running it like a team.

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