8 Stages of AI Engineering Maturity for Teams
SMRTR summary
Building on Steve Yegge's 8 levels of AI-assisted development, this framework shifts focus from individual developers to entire engineering organizations. It maps eight maturity stages — from ungoverned AI experimentation to fully autonomous agent pipelines — and explains why skipping stages is risky. Each stage has specific governance, tooling, and workflow requirements that teams must earn through real friction before advancing.
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