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Datadog/Datadog Blog/How we built a real-world evaluation platform for autonomous SRE agents at scale

How we built a real-world evaluation platform for autonomous SRE agents at scale

Find out how we built a scalable evaluation platform for Datadog's Bits AI SRE agent that replays real incidents, detects regressions, and measures agent performance across production scenarios.

Fetched May 4, 2026