AI Playbook

Opinionated guides for shipping with AI

The workflows I actually use and recommend to teams I work with. No maturity models, no prompt tutorials. Just tools, opinions, and real configurations.

Start here

Start Here

The short version of how I think about AI tool adoption — and why most teams get it wrong.

Start With Zero Risk

Afraid AI coding means worse code quality? Start with tools that review code, not generate it. Here's the adoption path that never risks your codebase.

Role guides

AI-Native Dev Workflows

Developer

The multi-agent setup I actually use. CLAUDE.md patterns, Cursor rules, CodeRabbit config, and when to stop trusting the output.

Vibecoding Without the Cringe

Designer

Stitch, Lovable, V0, and Cursor for designers who want to ship, not learn React. What actually works, what breaks, and the real workflow.

Support That Doesn't Need Engineering

Support

How to use Claude via Slack to trace issues, understand systems, and stop waiting on engineers for every technical question.

Reference

What to Actually Buy

My actual tool stack, what it costs, and what I'd recommend at every budget level. Real pricing, real opinions.