Evaluating AI work: measuring and QA-ing agent output

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Running 18 AI agents across an organization sounds impressive until you ask: how do you know they are doing a good job? We have been building FlatNine Ensemble - a system where AI agents handle everything from security monitoring to content creation, from SEO analysis to customer support. Each agent learns, proposes work, and executes tasks autonomously. But autonomy without accountability is just…

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