Insight: The Open Source Ecosystem is Powering Enterprise AI and Beyond Open source projects are increasingly at the heart of enterprise AI, with PyTorch and vLLM leading the charge to make agentic inference production-ready. The latest PyTorch Conference North America spotlighted efforts to enhance reliability, observability, and KV cache management for 24/7 enterprise systems. Meanwhile, … Read more
Why This Moment Matters for Open Source Open source is no longer just a proving ground for hobbyists; it’s the backbone of enterprise AI and the digital infrastructure we all rely on. From PyTorch and vLLM powering production-grade agentic inference to KDE celebrating 30 years of community-driven desktop innovation, the theme is clear: open source … Read more
Agentic AI Goes Mainstream: What Open Source Enthusiasts Need to Know Enterprise AI is moving from experimental to essential, and open source is leading the charge. As organizations strive to deploy AI that is reliable, observable, and scalable, projects like PyTorch and vLLM are stepping up with features designed for production workloads. But the real … Read more
Joseph Groenenboom of Red will give two talks at PyTorch Conference North America:
Ecosystem Working Group: Unlocking Community Impact Through the PyTorch Landscape
Created by the PyTorch Foundation in early 2025, the PyTorch Ecosystem Working Group spotlights, through inclusion in the PyTorch Landscape, projects that demonstrate technical excellence and active community engagement in their respective domains. The Landscape includes projects that are both Foundation-hosted and community-hosted. With more than 70 active Landscape projects, including Helion, SGLang, and vLLM, membership creates opportunities for broader impact and recognition within the PyTorch community. In this session, led by the Ecosystem Working Group, you will learn:
– What the Ecosystem Landscape is and why it matters: how membership drives visibility and community engagement for independent projects
– How to apply: a lightweight, GitHub-based process that makes it straightforward for projects to apply for ecosystem status
– How lifecycle management works: what ongoing membership looks like and how the Working Group supports active projects
Attendees will leave with a clear understanding of the benefits of joining the Landscape, the minimum governance standards to qualify for inclusion, and will have the opportunity to meet working group members.
Making Enterprise Agentic Inference Production-Ready with PyTorch and vLLM
While serving AI models for research and pilot use cases is a well solved problem, moving it to 24/7 Enterprise ready systems is the next important phase in AI maturity. The reliability, observability, KV cache management, and concurrency requirements for Enterprise readiness are non-trivial problems. Rising to this challenge, PyTorch, vLLM, and the other foundation projects and broader ecosystem have begun adding Enterprise level features and enhancements.
In this session we will cover the various upstream work committed to helping PyTorch and its ecosystem support Enterprise workloads. This talk will cover a sampling of some of the project work; from core PyTorch project build infrastructure up to model serving improvements to account for tool calling support and long context multi-turn chat.
You will leave this session not only with a deeper understanding of what Enterprise ready” actually entails but also understanding how those changes can be created in a large, diverse, open source ecosystem. There will be code shown and tales shared from the engine room.
Join us in San Jose, October 20-21: https://hubs.la/Q04v4SL60
Video by CNCF [Cloud Native Computing Foundation] via YouTube
Showing up, sharing knowledge, and connecting people is how open source grows. CNCF Ambassador Leon Nunes reflects on three years of building community across working groups and global events.
Every talk given and every connection made opens new pathways for builders everywhere.
Join the cloud native community in person at KubeCon + CloudNativeCon: https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/
Learn how banks leverage open foundation models to achieve proprietary precision.
Financial institutions are moving toward platform independence by using open AI models to secure data privacy and customize performance. This guide breaks down how post-training adjustments allow banks to maintain full control over their internal data and AI infrastructure.
Subscribe for more deep dives into the future of enterprise AI.
KDE is celebrating its 30th anniversary, Plasma 6.8 is right around the corner, and Akademy is bringing the KDE community together once again.
I sat down with KDE’s Nate Graham and Aleix Pol to talk about Plasma 6.8, the move forward with Wayland, what happens behind the scenes at Akademy, how KDE has evolved over the past three decades, and what the future could look like for one of Linux’s biggest desktop projects.
Got the new Apple Watch Ultra, but where are all the promised features? Live Shazam is cool, but still waiting for the real magic. #AppleWatchUltra #TechReview #Unboxing #NewGadget #Shazam
Introduction Welcome to our open source digest, where we bring you the latest updates from the community. From code linting in R to quantum qubit performance, and from browser translation tools to network testers, we’ve got you covered. Let’s dive in. Community and Collaboration Social Coworking and Office Hours – Code Linting in R: Join … Read more
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