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Articole: 4
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An AI agent can change few files, run few tests, and say ‘done’ while the repository is still broken.
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Commit messages become write-only noise exactly when you need them most.
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A structured diagnostic loop for prompt tuning inside the working context.
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Most backend architectures optimize for theoretical purity while ignoring real constraints.