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AGENTSCOPE reveals that integrating structured behavior abstractions with LLM reasoning can dramatically enhance the reliability of diagnosing agent failures.
ShadowProbe uncovers hidden algorithmic risks in codebases, revealing vulnerabilities that traditional methods miss, with significant implications for software reliability.
