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ambient quality agent
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- 15 OctGoogle describes an 'Outer Loop' ambient quality agent for diagnosing production agents
A Google Developers Blog post (Oct 8, 2026) outlines an 'Outer Loop' or ambient quality agent designed to diagnose and surface quality issues in production agents. The post argues teams can reach the first 80% of agent performance quickly but face harder, shifting problems in the remaining 20% once agents run on live traffic.
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