ECLoop gates coding agents' commit actions on task-specific evidence conditions, raising SWE-bench Verified Pass@1 by 4.8-11.8 points without retraining or scaffold changes.
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Preventing Premature Commitment in Coding Agents with an Evidence-Conditioned Execution Layer
ECLoop gates coding agents' commit actions on task-specific evidence conditions, raising SWE-bench Verified Pass@1 by 4.8-11.8 points without retraining or scaffold changes.