System Architecture and Design

Presenters Prashant Ramhit Source WasmCon NA 2025 Bringing AI to the High Seas: Coral Restoration Gets a Kubernetes Boost! 🌊🤖 Ever wondered how cutting-edge technology can make a real-world impact on something as vital as coral reef restoration? Well, get ready to be inspired! Prashant from Mirantis recently shared a fascinating deep-dive into how they leveraged AI at the edge, powered by ONNX inference on K0S, to create an intelligent, self-sufficient monitoring system for a coral restoration project. It’s a story of innovation, cost-effectiveness, and the power of open-source solutions. ...

Presenters Thorsten Hans Karthik Ganeshram Source WasmCon NA 2025 Composable, Polyglot Magic: Unlocking Efficiency with Razi P3! 🚀 Ever felt like your applications are stuck in their own little silos, unable to talk to each other efficiently? Or maybe you’ve wrestled with getting different programming languages to play nicely together without a mountain of boilerplate code? Well, buckle up, because we’re diving into the exciting world of composable, polyglot architectures with Razi P3, and it’s a game-changer! ✨ ...

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. 🚀 ...