How do you know your AI agents are actually correct? With Dylan Williams from Spectrum Security / Defender Fridays [#312]
Show notes
Today, Dylan Williams, Co-Founder and Chief Research Officer at Spectrum Security, joins Defender Fridays to dig into that exact problem: self-evaluating agents, trajectory analysis, and what improvement looks like in production.
Learn more at https://www.spectrum.security/
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Sponsored by LimaCharlie
This episode is brought to you by LimaCharlie, a cloud-native SecOps platform where AI agents operate security infrastructure directly. Founded in 2018, LimaCharlie provides complete API coverage across detection, response, automation, and telemetry, with multi-tenant architecture designed for MSSPs and MDR providers managing thousands of unique client environments.
Why LimaCharlie?
- Transparency: Complete visibility into every action and decision. No black boxes, no vendor lock-in.
- Scalability: Security operations that scale like infrastructure, not like procurement cycles. Move at cloud speed.
- Unopinionated Design: Integrate the tools you need, not just those contracts allow. Build security on your terms.
- Agentic SecOps Workspace (ASW): AI agents that operate alongside your team with observable, auditable actions through the same APIs human analysts use.
- Security Primitives: Composable building blocks that endure as tools come and go. Build once, evolve continuously.
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Host: Maxime Lamothe-Brassard - CEO / Co-founder at LimaCharlie
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Understanding how attackers think & helping you avoid threats with Terry Bradley from Mile High Cyber [#311]
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China-linked group targets cloud workflows, Russian cyber espionage, agentic AI systems flaw & Nginx vulnerability / Intel Chat [#313]