A reading path, not a feed

The AI-Era Quality Playbook

AI is rewriting what quality engineering looks like — and most of the advice comes from people who don't ship. This is the opinionated version from inside a real engineering org: who should own quality, what your test suite actually costs, how to measure rot before it hurts, and where AI genuinely earns its place in the workflow.

Read in order. Each chapter stands alone, but the argument builds.

Built, not just talked about

Stagewright and Playwright Smart Reporter put these ideas into practice — AI failure analysis, flaky detection, suite health.

See the tools

New chapters land in the newsletter first

Get each new piece of the playbook as it's written, straight to your inbox.