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Explore the evolution of AI agents beyond simple chatbots and learn how to build secure, resilient systems using open-source technologies in this 12-minute conference talk. Discover what AI agents are capable of in 2025 as they plan, execute, and learn autonomously in complex environments, representing a significant leap from earlier AI implementations. Examine the open-source ecosystem powering this revolution, including LangChain, LangGraph, DSPy, and knowledge graph technologies, while understanding the unique security challenges these powerful tools introduce. Analyze critical security risks such as prompt injection, data poisoning, compromised dependencies, and insecure API interactions that come with agentic AI systems. Gain practical guidance on implementing open-source best practices to build AI agents that are both intelligent and secure, ensuring your creations enhance rather than compromise your security posture.
