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Research notes from the DistDebug-Bench team.
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Agents can find the right file. Can they find the bug?
When an AI agent debugs a large distributed system, it usually finds its way to the right part of the codebase. Pinpointing the code that actually caused the failure is a different story. DistDebug-Bench is a benchmark that measures exactly this step: given a real incident report and the codebase as it stood before the fix, can an agent identify the source code responsible?
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