SpecBench: Evaluating Specification-Level Reasoning for Software Engineering LLM Agents
arXiv·high signal
New benchmark evaluating SWE agents on specification design rather than just code generation. Argues SWE-Bench assumes specs are correct and complete, missing the critical phase of transforming proposals into well-considered requirements. Builders should watch this as a more realistic measure of agent capability for real-world software engineering tasks.