Santiago Castiñeira

CTO of Maze with a background building data pipelines and vulnerability/asset inventory systems; experienced in architecting AI-first vulnerability management, agents, and production-grade ML evaluation and observability for security teams.

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Dec 4, 2025 • 1h 2min

AI-First Vulnerability Management: Should CISOs Build or Buy?

Santiago Castiñeira, CTO of Maze and expert in AI-first vulnerability management, dives into the build vs. buy debate for cybersecurity tools. He highlights the complexities of scaling AI systems beyond basic prototypes, emphasizing the need for specialized skills. Santiago discusses the limitations of current frameworks and the importance of creating robust evaluation pipelines. He warns against reliance on Retrieval-Augmented Generation for accurate technical data and envisions future semi-autonomous security agents that could revolutionize vulnerability management.

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