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EviRCA is presented, a framework for LLM-based RCA that decouples deterministic evidence extraction from LLM reasoning and substantially outperforms prior OpenRCA baselines that achieve up to 15.2%, while reducing token consumption by 15-26x and execution time by 3-20x.
Change2Task recovers 29.2% more verified coding tasks than traditional methods, streamlining the training of coding agents.
