This panel explores the technical foundations and deployment challenges of AI agents capable of navigating real-world environments. Hear from engineers and researchers who have developed agents for enterprise workflows, robotics, and dynamic simulations. We’ll cover agent memory, goal-setting, and coordination across multiple agents, plus the systems required to evaluate and evolve them over time. Panelists will discuss real-life implementation constraints and offer practical takeaways on integrating agent-based systems into production pipelines.