
Long-horizon feature work drifts because the design only ever exists in free-form reasoning. Compiling sub-requirements into paired architecture and behavior specifications that can be checked for chain completeness beat Claude Code on FeatureBench, at 70.7% pass rate.
articleSpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from ScratchYihao Chen, Shi Chang, Feng Lin, Khaled Chawa, Boyuan Chen, Shaowei Wang, Ahmed E. HassanChecking sign-in…
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