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Featured Resource

Free Guide

The AI Adoption Playbook

For engineering teams adopting AI coding tools

Five chapters on readiness, context engineering, tool selection, failure patterns, and ROI math. The frameworks I use when I help teams roll out AI coding tools — with a downloadable toolkit for diagnostic scoring, convention files, safety stops, memory, and stack lock-in.

Read the Playbook →

5 chapters · Read free · Downloads free

Contents
  1. 01Figuring Out If You’re Ready
  2. 02Why Your AI Tools Produce Bad Output
  3. 03Which AI Tools Actually Matter
  4. 04The 5 Ways AI Pilots Die
  5. 05The Math That Makes the Decision
+ Diagnostic worksheet+ CLAUDE.md / AGENTS.md

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