Artificial Intelligence

Elena Samuylova on Large Language Model (LLM) Based Application Evaluation and LLM as a Judge

Presenters Elena Samuylova Source InfoQ Podcast Level Up Your LLM Game: Mastering Evaluation Beyond the Hype 🚀💡👨‍💻🤖 Large Language Models (LLMs) are revolutionizing how we interact with technology, but building reliable and accurate LLM applications requires more than just clever prompts and powerful models. It demands a rigorous evaluation process – and that’s where things often get overlooked. This presentation highlighted a critical need: bridging the gap between technical teams and domain experts to ensure LLMs deliver on their promise. ...

One Boot Config to Rule Them All: Bringing UAPI Boot Specification to Legacy BIOS

Presenters Nikolas Krätzschmar Source All Systems Go! 2025 🚀 Bootstrapping the Future: A Deep Dive into Universal Bootloaders 💾 Ever wondered how your computer actually starts up? It’s a surprisingly intricate process, and achieving universal bootability – meaning a single image that works across a huge range of systems – is a seriously tough challenge. Recently, I attended a fascinating presentation that tackled this very problem, and I’m excited to share the insights! ...

UKI, composefs and remote attestation for Bootable Containers

Presenters Timothée Ravier Pragyan Vitaly Kuznetsov Source All Systems Go! 2025 🚀 Securing the Future of Container Clusters: A Deep Dive into Secure Boot and Remote Attestation 🌐 The world of containerized applications is booming, but with that growth comes a critical need for robust security. Ever wondered how to guarantee that your container clusters boot up securely and haven’s been tampered with? A recent presentation explored a fascinating new approach using ComposerFS, offering a flexible and controlled alternative to traditional disk image-based systems. Let’s break down the key takeaways! ...

Unprivileged Containers, with Transient User Namespaces and ID Mapping, but Without SETUID Binaries

Presenters Lennart Poettering Source All Systems Go! 2025 🚀 Unveiling Transient UID Delegation: A New Era for Unprivileged Containers 🤖 The world of containerization is constantly evolving, and a recent presentation spotlighted a truly innovative approach: Transient UID Delegation. Forget the traditional complexities of subuid/subgid assignments – this new model focuses on providing temporary, on-demand UID ranges for containers, opening up exciting possibilities for enhanced security and simplified management. Let’s dive in! ...

oo7-daemon: One year later – Progress, Challenges, and What’s next

Presenters Dhanuka Warusadura Source All Systems Go! 2025 🚀 O7 Demon: The Future of Secret Service is Here! 🛠️ Hey everyone! 👋 Danuka recently gave a fascinating update on a project that’s poised to revolutionize how we handle secrets on our systems: O7 Demon. If you’re familiar with NOM keying, get ready for a change! This blog post will break down what O7 Demon is, what’s been accomplished, what’s still in progress, and how you can get involved. ...