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A Look Inside Our Auto-Reliability Agent Pipeline

calendar_today July 31, 2026 person Lauren Leidal domain mabl

A while back I wrote about how we stopped guessing and started measuring . We built a Session Review Agent (SRA) to read thousands of Test Authoring Agent (TAA) sessions and tell us, in structured detail, why an agent succeeded or failed in messy, real-world conditions. Running that reviewer at scale taught us something we didn’t expect.

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