Artificial Intelligence

Presenters Elizabeth Gilbert Source WasmCon NA 2025 Whamm: Unleashing the Power of Performant, Sandboxed Instrumentation ✨🚀 Ever felt the pain of fragmented tooling when trying to understand your code’s inner workings? You’re not alone! The world of instrumentation, crucial for everything from debugging to security, has historically been a tangled mess of language-specific solutions. But what if you could write a tool once and deploy it across a multitude of environments with comparable performance? Welcome to the revolutionary world of Whamm, an active research framework from Carnegie Mellon University that’s making this a reality! 🌐 ...

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. 💡 ...

Presenters Alessandro Pomponio Source KyvernoCon NA 2025 From Chaos to Cloud-Native Nirvana: How IBM Research Tamed Bare Metal OpenShift with GitOps and Policy Magic ✨ Ever felt like you’re wrestling a wild beast when managing bare metal OpenShift clusters? You’re not alone! IBM Research faced a similar challenge, drowning in manual configurations and user requests for their high-performance computing environments. But they didn’t just survive; they thrived, transforming their chaotic setup into a streamlined, automated powerhouse using a brilliant trifecta: Argo CD, Kyverno, and Kueue. 🚀 ...

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. ...

Presenters Kapil Agrawal Source CiliumCon NA 2025 Diving Deep into the IPv6-Only Kubernetes Frontier: ESNet’s Pioneering Journey 🚀 The world of technology is constantly evolving, and networking is no exception. As we push the boundaries of what’s possible with data and connectivity, the transition to IPv6 becomes not just an option, but a necessity. ESNet, a leading force in high-performance networking for U.S. Department of Energy research, has boldly stepped onto the IPv6-only Kubernetes frontier, sharing invaluable lessons learned from their ambitious journey. ...