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Deploying AI agents is the easy part. Knowing whether they're actually working—reliably, safely, cost-effectively—is where most teams struggle. Traditional software testing fails because agents are non-deterministic. Manual evaluation doesn't scale. And waiting for user complaints to surface problems means damage is already done. Noveum.ai solves this fundamental challenge with comprehensive agent evaluation tools designed specifically for modern LLM workflows, providing 73+ built-in metrics, automated scoring, and continuous quality assurance that ensures your AI agents are genuinely production-ready. The Agent Evaluation Problem Nobody Talks About AI agents have moved from research curiosity to production reality. Companies deploy them for customer service, content generation, code assistance, data analysis, and countless other applications.…

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