A hierarchical trajectory-abstraction framework lifts coding-agent repair success on SWE-bench Verified to 81.2% Pass@1 and improves a structurally different agent by 5.2 points.
An empirical study on real bug fixes,
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Reusing Past Repairs Through Hierarchical Trajectory Abstraction for Coding Agents
A hierarchical trajectory-abstraction framework lifts coding-agent repair success on SWE-bench Verified to 81.2% Pass@1 and improves a structurally different agent by 5.2 points.