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Explore the practical realities of artificial intelligence in application security through this 48-minute conference talk that cuts through industry hype to deliver actionable insights. Learn how to leverage AI for tangible AppSec improvements by examining real-world use cases, including automating security orchestration through AI-powered MCP servers for DefectDojo vulnerability management. Discover the importance of LLM agility and running open-source LLMs locally to preserve privacy while exploring essential tools like Ollama, LangChain, LangGraph, and LangFlow. Gain a practitioner's perspective on AI's disruptive potential in application security, drawing from over 20 years of industry experience and economic principles to evaluate opportunities and pitfalls. Develop a clear framework for assessing and implementing AI solutions in your security work, moving beyond theoretical concepts to practical applications that can streamline vulnerability management and enhance security orchestration processes.
