Red Hat Community

Who is really calling your AI agents? 📷 The gap between what an agent claims and what the platform can verify is a huge attack surface. Here's a 3-step, zero-trust approach to securing agent-to-agent communication in a Kubernetes cluster. red.ht/4tF8LAz

Introducing an agentic OS prototype that combines: 🔄 Fedora-bootc for OS lifecycle and transactional updates 📦 Rootless Podman for workload isolation 🦞 OpenClaw for a robust agent runtime Check out the demo and start building: red.ht/4uizcg5.

Stop context bloat! Red Hat's codemode-lite uses sandboxed Python to cut massive scaling bottlenecks by reducing tool schema overhead by 53% on identical tasks in tests, and savings increase with scale. Learn more on Next: red.ht/NEXTcodemode-l…

Red Hat has collaborated on the Gateway API Inference Extension within the #K8s community! See how this project streamlines the serving process for LLMs with complex computational profiles. #Kubernetes #GatewayAPI #Inference #MachineLearning youtube.com/shorts/qwhhNFv…

PyTorch Community RTP – April Meetup We’re back with our second meetup on April 28 after a great kickoff! This time we’re diving into system-level ML — how training, kernels, and deployment come together in real-world systems. RSVP on Meetup: meetup.com/pytorch-rtp/ev…

Red Hat supports open source projects for Sovereign AI, letting you run large models like DeepSeek w/in your own infrastructure. Tools like Dockling, VLM, & llm-d help you run models and scale across clouds. #SovereignAI #OpenSourceAI youtube.com/shorts/35c-RpJ…

Training models on your own data with open source tech builds trust in the output. Projects like vLLM and llm-d make AI scaling more energy efficient and cheaper by optimizing inference across many systems. #OpenSourceAI #Trust #ScalingAI #VLLM #llm-d youtu.be/DHFhn80zXJQ

The more we can reproduce open AI, the more progress made in areas like #healthcare, #finance, & #education. Red Hat enables "sovereign AI" by bringing tested, verified open source projects to enterprises. #OpenSource #RedHat #Transparency youtube.com/shorts/fvHF2z1…

The cloud-native community offers key lessons for the #AI era. The core challenge: "too many projects, not enough reviewers." Make open source software production faster and easier with intelligent automation. #OpenSource #CloudNative #Automation youtu.be/IKjBb3vbdd8

Meet contributors, committers, working group leaders, and architects from across the ecosystem at #OCX2026. Exchange ideas, solve problems, and build relationships that continue long after the event.

True #OpenSourceAI is more than just open code—it requires open architecture, open weights, & open data. We need vibrant communities & open governance around models,as the AI landscape expands and agents self-learn. #AI #CommunityDriven #AITransparency youtu.be/lU7xnS4jHfQ

Quality over quantity! 🚀 AI helps write code fast, but don't overwhelm maintainers with unverified PRs. Focus on meaningful contributions instead of dozens of notifications. Respect community, stay human, stay helpful! 🤝 #OpenSource #AI #Programming sprou.tt/1jotseF8LXB

One ticket. Full access to five focused collocated events:. Move between #OCX2026 and five domain-focused communities. Go deep where it matters most to you. ocxconf.org/event/2026/sum…

Quality over quantity! 🚀 AI helps write code fast, but don't overwhelm maintainers with unverified PRs. Focus on meaningful contributions instead of dozens of notifications. Respect community, stay human, and stay helpful! 🤝 #OpenSource #AI #Programming youtube.com/shorts/DuzsNGB…

AI can halve your workload by generating boilerplate code, but accountability remains key. Always test contributions, because you—not the AI—are responsible for the quality and licensing of the code you submit. #AI #SoftwareDevelopment youtube.com/shorts/4_r_o9b…

AI can halve your workload by generating boilerplate code, but accountability remains key. Test contributions and ensure you can explain every line, because you—not the AI—are responsible for the quality and licensing of the code. #AI #SoftwareDevelopment sprou.tt/1ODvtCjwSla

#OCX2026 is about deep technical tracks, zero fluff.  Automotive, AI, security, embedded, cloud, Java, tooling, compliance, research and more. Hear directly from the engineers and maintainers building critical open technologies. Register now! ocxconf.org/event/2026/sum…

Does your company commercialize / monetize #opensource software? Please take a short LF Research survey to help better understand the #COSS market: sprou.tt/1gyZfTWObUF sprou.tt/1gyZfTWObUF

In open source, transparency is everything! If you use AI for design or code, just own it. Add an "AI-assisted" note to your commit and share your prompts to give reviewers context and keep licensing clear. #OpenSource #AI #Transparency sprou.tt/1WeHXg1bBbk

How does a Python tensor op become a lightning-fast C++ kernel? Christopher Leonard traces the complete PyTorch call stack. Get ready for #PyTorch Conference Europe with a deep dive! red.ht/47sp9vR