Helping our open source projects and standards be wildly successful

Joined March 2013
2,642 Photos and videos
Join us for the Inaugural PyTorch Santa Cruz Meetup! 📷 Come connect with the local AI community for great food, networking, and awesome talks on the PyTorch ecosystem. luma.com/uc6937lr
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Find the research-related talks at DevConf.cz! Discover how academic & industry collaboration pushes boundaries in AI, security, and open research. Join us in Brno to explore these presentations and many others. red.ht/43vLS7S
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Tired of LLMs forgetting everything? The goldfish problem is real. A new blog post from Emerging Technologies explores architecting memory for AI agents, enabling long-term learning and "enterprise mind" systems. red.ht/4ubuyQr
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Zero Trust for AI Agents: Stop letting AI agents inherit full user permissions. Discover how a delegation model with permission intersection enforces Zero Trust on OpenShift. red.ht/4vmGwrz
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Benchmarking: Engineering teams need a rigorous, repeatable method for evaluating CPU performance. Enter the vLLM CPU Performance Evaluation framework for benchmarking AI inference, developed by Red Hat Emerging Tech. Learn more red.ht/432YJOM
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Red Hat Community retweeted
Want to experience two days of expert talks, networking, and great food in the sunny surroundings of @FIT_VUT ? ☀️ Hurry and register for #DevConf_CZ 2026 now, spots are filling up fast! 🏃‍♂️💨 🎟️ devconf.info/cz/#registratio…
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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
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Red Hat Community retweeted
Apr 28
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.
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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-lite
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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/qwhhNFvX9…
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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/event…
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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-a…
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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

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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/fvHF2z11E…
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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
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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.
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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

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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
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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/summa…
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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/DuzsNGBHF…
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