2026-10-08 · America/Los_Angeles · 官方发布 · #19

The Outer Loop, Insights First: An Ambient Quality Agent That Diagnoses Your Production Agent

How do you keep improving an AI agent after the first 80%, once it serves real production traffic and silent quality regressions return HTTP 200 OK? We are open-sourcing AQuA (Ambient Quality Agent), a reference implementation that runs beside your production agent in Google Cloud, sweeps and verifies failure clusters against conversation transcripts, and diagnoses root causes anchored to the exact deployed source snapshot.

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