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ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

50 upvotes · 16 SEP 2026 · Jeonghye Kim, Minseon Kim, Young Jin Kim et al.

This paper introduces ProgramDistill, a benchmark that evaluates coding agents on their ability to infer behavior from working software and implement it in an incomplete application. Practitioners in AI/ML and web development might care about this work because it provides a scalable and controlled benchmark for evaluating and training coding agents.

programmingagentsbenchmarkingweb developmentreinforcement learning