New arXiv work introduces WEAVE, a framework turning verified PR histories into executable, dependency-structured tasks via repository-calibrated typed change loci and bounded DAGs, plus Graph Credit for…

#CodeAgents #SoftwareEngineering #Benchmarking #AIResearch
https://arxiv.org/abs/2610.22039

Chronos is a test-time framework that lets LLM-based code agents reason over a codebase's history by distilling merged pull requests into structured experience cards linked through a typed graph, then…

#DevTools #CodeAgents #AIEngineering #SoftwareEvolution
https://arxiv.org/abs/2610.11578