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When AI agents become contributors: How KubeStellar reached 81% PR acceptance

@kaptain ・ May 18,2026

The KubeStellar Console team learned that AI coding agents improve after engineers build deterministic feedback loops into the codebase. Engineers who grant more autonomy give agents more room to guess, with no new correction signal.

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