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Survey of 95 professionals with AI agents in production. Fewer than 1 in 3 teams satisfied with observability. 42% of regulated enterprises plan review controls. Observability called “the weakest layer.”
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cleanlab2025agents 
Open source tools for software engineering teams using AI