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      <title>Agent evaluation: Score 50&#43; metrics for LLMs</title>
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      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
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      <description>Output-only checks miss brittle logic. Use over 50 research-backed metrics to score discrete execution steps and catch planning failures early.</description>
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      <title>Tools for nondeterministic agents: fix 120s latency</title>
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      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Agent requests often take 30 to 120 seconds, far exceeding the 50ms standard. Learn to build tool contracts that handle this nondeterministic latency safely.</description>
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