🎉 Excited to share that our paper "VEX-Bench: Benchmarking LLM Agents for Assessing Exploitability of Software Supply Chain Vulnerabilities” has been accepted to EMNLP 2026! 📄 Paper: arxiv.org/abs/2609.08040 #EMNLP2026 #AI #LLM #LLMAgents #Cybersecurity #SoftwareSupplyChain #OpenSource #RedHat

VEX-Bench: Benchmarking LLM Agents for Assessing Exploitability of Software Supply Chain Vulnerabilities

The software supply chain has become an increasingly exposed attack surface because of its reliance on intricate yet fragile dependencies. Existing defenses such as GitHub Dependabot often raise many ...

arxiv.org

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Cloud Native AI + Inference Day North America 2026 Program Committee Chair Badge was issued by The Linux Foundation to Yuan Tang.

Earners of this badge are subject matter experts, selected by Cloud Native Computing Foundation. They have lent their time and expertise to lead their program committee members in the decision-making ...

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Excited to share that our accompanying paper for the Inference Perf project (under Kubernetes SIGs) has been published in the Journal of Open Source Software! Paper: joss.theoj.org/papers/10.21... Repo: github.com/kubernetes-s...

Inference Perf: A Benchmarking Tool for GenAI Inference

Chandrasekar et al., (2026). Inference Perf: A Benchmarking Tool for GenAI Inference. Journal of Open Source Software, 11(124), 10314, https://doi.org/10.21105/joss.10314

joss.theoj.org

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗔𝘂𝗴𝘂𝘀𝘁 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁!

I'm thrilled to share that I've been invited to become Omnigent's first external maintainer! It's remarkable that the project is only two months old and I feel incredibly fortunate to contribute at such an early stage and collaborate with the Databricks team and broader community.

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Program Committee Member: KubeCon + CloudNativeCon North America 2026 was issued by The Linux Foundation to Yuan Tang.

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Program Committee Member: PyTorch Conference North America 2026 was issued by The Linux Foundation to Yuan Tang.

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I’m speaking at #KubeCon + #CloudNativeCon North America, November 9-12 in Salt Lake City, Utah! Check out our session to learn more about the work we are doing at the CNCF TAG Workloads Foundation and meet TAG leads in person! events.linuxfoundation.org/kubecon-clou...

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Program Committee Member: KubeCon + CloudNativeCon + OpenInfra Summit + Pytorch China 2026 was issued by The Linux Foundation to Yuan Tang.

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Attending @scipyconf.bsky.social this year was a refreshing experience in more ways than one. #SciPy2026 Thanks to organizers, speakers, volunteers, and everyone I had the chance to meet. Looking forward to the next one! Photos with @hadley.nz @jameslamb.bsky.social @tracykteal.bsky.social

🌱 Talk Spotlight: @terrytangyuan.xyz shares what years on the open source front lines have taught him about sustainable maintenance. Hard-won lessons for the whole community. #SciPy2026 🔗 scipy2026.scipy.org

Excited to be speaking at #SciPy2026 in Minneapolis next week! If you're attending, I'd love to connect. Come say hi after the talk or find me during the conference. Let's chat about open source, AI infrastructure, or whatever's on your mind. Full schedule: www.scipy2026.scipy.org/schedule

Most teams over-engineer their inference stack from day one. They disaggregate before measuring. Add speculative decoding before concurrency stabilizes.

Part 2 of our 𝗗𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝗔𝗜 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 series is now live on Red Hat Developer: 𝘖𝘱𝘵𝘪𝘮𝘪𝘻𝘪𝘯𝘨 𝘋𝘪𝘴𝘵𝘳𝘪𝘣𝘶𝘵𝘦𝘥 𝘈𝘐 𝘐𝘯𝘧𝘦𝘳𝘦𝘯𝘤𝘦: 𝘈𝘥𝘷𝘢𝘯𝘤𝘦𝘥 𝘋𝘦𝘱𝘭𝘰𝘺𝘮𝘦𝘯𝘵 𝘗𝘢𝘵𝘵𝘦𝘳𝘯𝘴. In Part 1, we covered prefill/decode phases and the 5D parallelism framework.

Excited to share Part 1 of our blog series on Red Hat Developer: 𝘋𝘦𝘴𝘪𝘨𝘯𝘪𝘯𝘨 𝘋𝘪𝘴𝘵𝘳𝘪𝘣𝘶𝘵𝘦𝘥 𝘈𝘐 𝘐𝘯𝘧𝘦𝘳𝘦𝘯𝘤𝘦: 𝘊𝘰𝘳𝘦 𝘊𝘰𝘯𝘤𝘦𝘱𝘵𝘴 𝘢𝘯𝘥 𝘚𝘤𝘢𝘭𝘪𝘯𝘨 𝘋𝘪𝘮𝘦𝘯𝘴𝘪𝘰𝘯𝘴. LLM inference is two workloads pretending to be one. The prefill phase is compute-bound, processing entire prompts in parallel to populate the KV cache.

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗝𝘂𝗻𝗲 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁! We recently launched our newsletter publicly after sharing it internally at Red Hat AI for over a year.

I’ve had a great experience using Omnigent and have been collaborating with the Databricks team to land a few features and fixes, including: - Kubernetes & OpenShift deployment - NVIDIA OpenShell sandbox integration - Claude on Vertex AI auto-detection - Podman support

We will be hosting Cloud Native AI + Inference Day again as a co-located event with KubeCon North America! @cncf.io Looking forward to your proposals (by June 21) and sponsorship (by September 21)! events.linuxfoundation.org/kubecon-clou...

Cloud Native AI + Inference Day | LF Events

As we step into the era of rapid AI advancements, organizations are grappling with an unprecedented array of challenges. The rise of Large Language Models (LLMs), the development of Graph RAGs…

events.linuxfoundation.org

I recently received a LinkedIn Premium Business subscription that I'll be able to use indefinitely. More than the subscription itself, I'm grateful for the connections I've made through this platform over the years.

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Program Committee Member: KubeCon + CloudNativeCon Japan 2026 was issued by The Linux Foundation to Yuan Tang.

Earners of this badge are subject matter experts, selected by the KubeCon + CloudNativeCon Japan 2026 Co-Chairs, who have lent their time and expertise alongside fellow program committee members to re...

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The job market is tough right now, especially for new graduates and talented people impacted by layoffs. I have several free 2-month LinkedIn Premium invites available, and I’d love to share them with people who could benefit from the extra visibility, networking tools, and learning resources.

Excited to share our latest blog post on how we're solving real-world LLM inference challenges at production scale, a collaboration between Red Hat AI and Tesla engineering teams.

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗔𝗽𝗿𝗶𝗹 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁! Our goal with this newsletter is to give a clear, community-driven view of what’s happening across the model serving ecosystem, including updates from projects like vLLM, KServe, @llm-d.ai, @kubernetes.io, Llama Stack, and more.

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Speaker: KubeCon + CloudNativeCon Europe 2026 was issued by The Linux Foundation to Yuan Tang.

Earners of this badge are speakers, selected by the KubeCon + CloudNativeCon Europe 2026 Co-Chairs, who have provided thought-leadership and shared best practices with attendees during their talk(s) a...

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Cloud Native AI + Kubeflow Day EU 2026 Speaker Badge was issued by The Linux Foundation to Yuan Tang.

Earners of this badge are speakers, selected by the Cloud Native AI + Kubeflow Day Europe 2026 Program Committee, who have provided thought-leadership and shared best practices with attendees during t...

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Another fruitful KubeCon — this time in Amsterdam! I had a wonderful time presenting across 𝗳𝗼𝘂𝗿 𝘀𝗲𝘀𝘀𝗶𝗼𝗻𝘀: - Opening remarks for Cloud Native AI Day - KServe project lightning session - @kubernetes.io AI Conformance Program updates - @cncf.io TAG Workloads Foundation updates

🎤 𝗦𝗹𝗶𝗱𝗲𝘀 𝗮𝗿𝗲 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲! At #KubeCon Europe 2026 in Amsterdam, I had the pleasure of joining Stephen Rust, Kante Yin, and Marlow Warnicke for our session: 𝘌𝘹𝘱𝘭𝘰𝘳𝘦 𝘛𝘈𝘎 𝘞𝘰𝘳𝘬𝘭𝘰𝘢𝘥𝘴 𝘍𝘰𝘶𝘯𝘥𝘢𝘵𝘪𝘰𝘯: 𝘈𝘥𝘷𝘢𝘯𝘤𝘪𝘯𝘨 𝘊𝘭𝘰𝘶𝘥 𝘕𝘢𝘵𝘪𝘷𝘦 𝘌𝘹𝘦𝘤𝘶𝘵𝘪𝘰𝘯 𝘍𝘳𝘰𝘮 𝘊𝘰𝘳𝘦 𝘙𝘶𝘯𝘵𝘪𝘮𝘦 𝘛𝘰 𝘈𝘱𝘱𝘭𝘪𝘤𝘢𝘵𝘪𝘰𝘯𝘴

I was fortunate to get my hands on 𝘎𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘷𝘦 𝘈𝘐 𝘰𝘯 𝘒𝘶𝘣𝘦𝘳𝘯𝘦𝘵𝘦𝘴 before it’s even available for everyone to order online! It was also great to meet the co-authors and my wonderful colleagues - Daniele Zonca and @ro14nd.bsky.social at KubeCon Europe. And look whose quote showed up on the first page!

Maintainers track on #Kubernetes #AI conformance now transitioned from WG to sub-project of SIG architecture by Janet Kuo, @terrytangyuan.xyz and @mfahlandt.bsky.social

@terrytangyuan.xyz and @rajaskakodkar.bsky.social kicking off Cloud Native AI + Kubeflow #KubeCon colo