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Learn to build effective AI agents for cybersecurity operations in this comprehensive webinar from Red Canary's AI in the SOC series. Discover the fundamental differences between fully autonomous agents and deterministic workflows, understanding why production environments require "tamed" agents rather than completely autonomous systems. Follow along with a live demonstration showing the complete process of building an email phishing classification agent, from initial chatbot creation to structured, reliable workflows. Explore critical aspects of agent architecture design, including the importance of simulation at scale for testing, data retrieval challenges, and maintaining consistency across thousands of executions. Gain insights from Red Canary's real-world experience operating 21 production agents that have processed over 30 million cybersecurity events, learning practical principles for implementing AI automation in Security Operations Centers. Master key workflow patterns, understand when to use autonomous versus deterministic approaches, and discover best practices for instrumentation and continuous evaluation of AI agents in production cybersecurity environments.
