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MRCoder slashes token consumption by up to 50% while boosting code generation accuracy, redefining efficiency in repository-level code generation.
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.