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6 Practices that turned AI from prototyper to workhorse (106 PRs in 14 days)

Quality: 8/10 Relevance: 9/10

Summary

The article outlines six practices for maturing AI work from prototyping to production, including spec-first development, multi-model reviews, strict process rails, annotation over editing, coordinating agents, and managing the full lifecycle. It cites measurable productivity gains and open-source results, making it valuable for teams applying AI to production pipelines and governance.

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