Teaching Agents to Code Reliably
Autonomous coding agents solve repository issues by reading code, running commands, editing files, and submitting patches. Extra inference-time compute yields gains only when it produces a useful repair and supplies reliable evidence for choosing one. Three behaviors decide both, and we argue they are teachable rather...
Muhammad Ahmed Mohsin, Myeongsoo Kim, Kang-Rui Ruan et al.
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