A prefix-only 0.6B monitor can forecast SWE-agent failure and, paired with an edit-overlay restart, reclaim tokens and improve resolution.
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Fail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks
A prefix-only 0.6B monitor can forecast SWE-agent failure and, paired with an edit-overlay restart, reclaim tokens and improve resolution.