Autonomous AI Agents in AI Infrastructure

Explore the architecture and design principles for building autonomous AI agents within scalable AI infrastructure in this 19-minute conference talk by Apurva Kumar, Principal Software Engineer at Walmart Global Tech. Learn how autonomous AI agents are transforming industries by enabling systems to perform tasks, make decisions, and adapt in real-time without human intervention. Discover the construction of modular, reusable frameworks and optimization techniques for resource allocation while enabling seamless interoperability between agents and data pipelines. Examine practical use cases and leverage containerization and orchestration techniques to enhance flexibility and performance of autonomous agents while ensuring low-latency decision-making. Address critical challenges including robustness, ethical considerations, and strategies for implementing real-time feedback loops. Gain actionable insights into building autonomous AI agents that drive efficiency, scalability, and innovation in modern AI ecosystems, with focus on practical implementation within enterprise-scale infrastructure.