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Applied AI·July 13, 2026·1 min read

Why AI coding agents keep stalling before production and the governance controls that fix it

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The bottleneck for AI coding agents isn’t capability, it’s trust—most teams won't ship code they can't govern. Engineering leaders should treat agent rollout as a governance project first and a productivity play second, with clear policies on scopes, approvals, and audit trails.