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

November 13, 2026 · 1:53 pm 1 sources

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• Google Open Sources Ambient Quality Agent (AQuA) to Diagnose Production AI Agent Failures
  InfoQ · November 13, 2026 13:53
  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 replay, developers reduced seat selection bypasses from 15 sessions to two and…