Verifier leakage in agent debuggers can make solver comparisons look stronger than they are, as shown by identical hitting-set and greedy results in 12/12 dev cases until audit. Useful reminder to audit…

#AgentDebugging #SoftwareEngineering #AIResearch #DevTools
https://arxiv.org/abs/2610.00126

写代码有断点、单步、回放；调试 Agent 呢？大多数人只能「重跑一遍看运气」。

一个多步 Agent 出错，你很难复现——
因为每一步都依赖上一步的「随机」输出。

Agent 工程化的下一个瓶颈，是「可调试性」👇🧵

#AIAgent #AgentDebugging #AgentOps

Just saw the new LangSmith Engine that auto‑debugs AI agents, and OpenAI’s Frontier platform is finally here. If you care about faster iteration and solid benchmarks, this is a game‑changer. Dive in for the details! #LangSmithEngine #OpenAIFrontier #AgentDebugging

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