CoolingAgents
Google open-sources AQuA, an agent that audits production agents for silent failures
Google released AQuA (Ambient Quality Agent) in its adk-recipes repo. It runs beside a production agent on Google Cloud, samples up to 1,000 recent sessions, clusters failures and verifies them against transcripts. It does not edit code. Google reports $0.70 for a 96-session sweep.
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Google for Developersdevelopers.googleblog.com/the-outer-loop-insights-first-an-ambient-quality-agent-that-diagnoses-your-production-agent/Coverage · 1 article, oldest first
Thursday, October 8, 2026
Google for DevelopersPrimary
The Outer Loop, Insights First: An Ambient Quality Agent That Diagnoses Your Production Agent