Google DeepMindLaunchAI AgentsOctober 8, 2026

Google open-sources AQuA, an ambient quality agent for production AI agents

Read original source →developers.googleblog.com

AQuA runs beside a production agent in Google Cloud, sweeping failing trajectories to surface recurring loss patterns that pass health checks and return HTTP 200. Google frames the problem as the last 20% of agent quality, where model, harness, or tool changes silently shift task success.

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