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CodeSpec transforms feature development by ensuring that LLM-based code agents produce reliable and verifiable functional chains, achieving up to 70.7% pass rates on complex benchmarks.
Unlocking the black box of dense retrieval, Xetrieval reveals the interpretable feature-level reasoning that drives relevance scoring.