
Explains, with concrete repo examples, why identical agents perform very differently across codebases: missing linters, undocumented env vars, and weak feedback loops are the actual bottleneck, not the model.
articleREAP: Automatic Curation of Coding Agent Benchmarks from Interactive Production UsageSmriti Jha, Matteo Paltenghi, Chandra Maddila, Vijayaraghavan Murali, Shubham Ugare, Satish Chandra
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