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Omkar Manohar Ghag

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#software testing Open access Sep 2026

Agentic Flakiness: Reframing LLM Agent Reliability Through the Lens of Flaky-Test Research

Large language model (LLM) agents are nondeterministic: the same task, run twice under identical conditions, may succeed once and fail once. The agent-evaluation literature has begun to measure this- most directly through the pass^k metric introduced with τ-bench- but treats it as a novel phenomenon. It is not. Softwar...

Omkar Manohar Ghag · 0 citations

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