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BreakGuard reveals that LLM-generated tests can detect over 30% of breaking changes in client applications, offering a cost-effective solution for maintaining software reliability.
Reusable fixing transformations can achieve a 94.3% compilable transformation rate, revolutionizing how we handle breaking API changes across multiple projects.
N-version programming with coding agents not only mirrors historical failures but also shows a dramatic reduction in errors through diversity, challenging assumptions about AI reliability.
Stop wasting time on irrelevant dependency vulnerabilities: FIKA dynamically proves which third-party library calls are *actually* reachable in your Java code.
