How to handle increasing vulnerabilities with AI-assistants? With Shane Warden from ActiveState / Defender Fridays [#323]]

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Previously titled “How to handle increasing vulnerabilities with AI-assistants? With Shane Warden from ActiveState / Defender Fridays [#232]” — renamed by the publisher on Aug 2, 2026

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Recorded15 May 2026

Publisherfast.wistia.com ↗

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Join us for this week's Defender Fridays as Shane Warden, Principal Architect at ActiveState, shares what it's actually like to be on the receiving end of AI-assisted vulnerability reporting and what open source maintainers are already dealing with that the rest of the industry will face soon.At Defender Fridays, we delve into the dynamic world of information security, exploring its defensive side with seasoned professionals from across the industry. Our aim is simple yet ambitious: to foster a collaborative space where ideas flow freely, experiences are shared, and knowledge expands.What We'll DiscussIn this episode, Shane Warden draws on his experience supporting security for well-known open source projects to explore how AI-assisted vulnerability reporting is changing the threat landscape, and why what's happening in open source today is a preview of what every organization will face.Key Topics:Why open source projects are the early warning system for what's coming to enterprise securityHow a flood of 95 AI-generated vulnerability reports turned into a six-figure extortion attemptWhy even a three percent legitimate hit rate still creates a real and unignorable workload for maintainersHow teams are using AI to respond to AI-generated reports, and where humans still need to be in the loopWhat projects like curl, the Linux kernel, and Zig are doing differently in response to AI contributionsWhy understanding your open source dependencies and their versions is more urgent than everThe reputational risk of AI-generated vulnerability claims, even when those claims are falseAbout Our GuestShane Warden is Principal Architect at ActiveState and has been involved in open source since the late 1990s. Behind the scenes, he supports security for several well-known free software projects and has been navigating the growing wave of AI-assisted vulnerability submissions firsthand.Register for Live SessionsJoin us every Friday at 10:30am PT for live, interactive discussions with industry experts. Whether you're a seasoned professional or just curious about the field, these sessions offer an engaging dialogue between our guests, hosts, and you, our audience.Register here: https://limacharlie.io/defender-fridaysSubscribe to our YouTube channel and hit the notification bell to never miss a live session or catch up on past episodes on our website!Sponsored by LimaCharlieThis episode is brought to you by LimaCharlie, the Agentic SecOps Workspace (ASW), where AI agents operate security infrastructure using the same controls and authority as human analysts, with every action visible, governed, and auditable.Why LimaCharlie?Eliminate vendor sprawl and tool complexityDeploy and scale effortlessly on native multi-tenant architectureReduce costs with intelligent data routing and free 1-year retentionBuild custom solutions with 100+ security capabilities on-demandAccelerate response with agentic AI that acts directly within predefined workflowsTry the Agentic SecOps Workspace free: https://limacharlie.ioLearn more: https://docs.limacharlie.ioFollow LimaCharlieSign up for free: https://limacharlie.ioLinkedIn: / limacharlieioX: https://x.com/limacharlieioCommunity Discourse: https://community.limacharlie.com/Host: Maxime Lamothe-Brassard - Founder at LimaCharlieGuest: Shane Warden - Principal Architect at ActiveState

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