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infoq_ai_ml · Nov 13, 2026 · news

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Google Open Sources Ambient Quality Agent (AQuA) to Diagnose Production AI Agent Failures

infoq.comNov 13, 2026
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In brief

Google has open-sourced AQuA, a reference implementation that analyzes production AI agent sessions, verifies recurring failure patterns, and investigates root causes against deployed source snapshots. In a 32-session...

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Google Open Sources Ambient Quality Agent (AQuA) to Diagnose Production AI Agent Failures

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