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Explore a lightning talk from Data Council where Willem Pienaar, Co-Founder & CTO of Cleric, discusses the challenges of testing AI agents in complex operational environments. Learn why traditional testing methods fall short when agents must tackle real-world problems without predefined solutions. Discover approaches for creating deterministic simulation environments specifically designed to test agents in scenarios like distributed systems root cause analysis. This 13-minute presentation provides essential insights for teams developing agents that need to navigate dynamic systems where ground truth answers aren't available, offering practical perspectives on simulation-based testing methodologies for AI agents operating in unpredictable environments.
