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Forget task-specific overfitting: training coding agents on atomic skills unlocks surprisingly broad generalization to complex software engineering tasks.
Fuzzers can achieve significantly more diverse seed selection and improved bug detection by randomly reducing the corpus size to a tiny fraction of its original size.
