Policy-based Compute Orchestration for AI/ML Workloads - Saurabh Garg & Dolis Sharma

Presenters Saurabh Garg Dolis Sharma Source KyvernoCon NA 2025 Taming the AI/ML Compute Beast: Policy-Driven Orchestration with Metaflow & Kyverno 🚀 The world of AI and Machine Learning is exploding, and with it, the demand for massive, often unpredictable, compute resources. For platform engineers, wrangling these intense, long-running workloads in complex Kubernetes environments can feel like herding cats. Misconfigurations, a common headache, get amplified when hundreds of developers and multiple teams are involved. But what if we could bring order to this chaos with a bit of smart policy enforcement? That’s exactly what the latest insights from a recent tech conference reveal, highlighting the powerful synergy between Metaflow for workflow management and Kyverno for policy enforcement. 💡 ...

November 24, 2025 · 6 min

Your AI Is a Toddler With Root Access: Why Kubernetes Policies Are Your Last Line... Viktor Farcic

Presenters Viktor Farcic Source KyvernoCon NA 2025 Bridging the Gap: From Business Intent to Kubernetes Compliance with AI 🤖✨ Ever felt like you’re playing a guessing game with Kubernetes policies? You deploy something, and bam, it gets rejected. You try again, tweaking things until it finally works, but you’re still not entirely sure why the first attempt failed. This is a common frustration, and at a recent tech conference, a fascinating presentation shed light on the root cause and, more importantly, a revolutionary solution. ...

November 24, 2025 · 4 min

10 Years of Cilium: AMA with Thomas Graf, Isovalent at Cisco

Presenters Thomas Graf Source CiliumCon NA 2025 Cilium’s Decade of Dominance: From Container Conundrums to Infrastructure Language 🚀 Ten years ago, the world of tech was buzzing with the rise of containers, and with them, a new set of networking and security puzzles. Enter Cilium, a project that embarked on a mission to fundamentally revolutionize container networking. Thomas, a pivotal figure in its journey, recently shared the incredible story of Cilium’s evolution – a tale filled with challenges, breakthroughs, and a vision that continues to expand. ...

November 24, 2025 · 5 min

Panel: In AI We Trust? Securing the Future, One Agent at a Time

Presenters Lin Sun Eitan Yarmush Ricardo Aravena Hannah Foxwell Source OpenSource SecurityCon NA 2025 Navigating the AI Frontier: Security, Trust, and the Rise of Intelligent Agents 🚀 The world of Artificial Intelligence is exploding, and with it, a whole new set of challenges and opportunities. From generative AI to sophisticated AI agents, we’re entering an era where machines are not just processing data, but actively making decisions and interacting with our digital world. But how do we ensure this powerful technology is secure and trustworthy? A recent panel discussion dove deep into these critical questions, exploring whether our current microservices security practices are enough and what new frontiers we need to conquer. ...

November 24, 2025 · 5 min

Sponsored Keynote: Rethinking the Software Supply Chain: Trust, Minimalism, and Resili... M. Donovan

Presenters Michael Donovan Source OpenSource SecurityCon NA 2025 The Puppy, the AI, and the Secure Software Supply Chain: Lessons from Docker 🚀 Hey tech enthusiasts! 👋 Ever feel like the world of software development is moving at warp speed? You’re not alone! Docker, a company deeply ingrained in securing the container ecosystem, is here to shed some light on the next frontier: Artificial Intelligence (AI). And let me tell you, it’s as exciting as it is challenging. ...

November 24, 2025 · 4 min