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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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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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

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𝗞𝗦𝗲𝗿𝘃𝗲 𝘃𝟬.𝟭𝟳 𝗶𝘀 𝗹𝗶𝘃𝗲! 🚀 We are thrilled to announce KServe's most significant update yet. We’ve overhauled the architecture to move beyond traditional model serving.

Just noticed that 4 of my US patent applications have officially gone public! It’s one thing to have an idea, but it’s another thing entirely to see it documented and accessible on the USPTO website. Check them out here on my Google Scholars page! scholar.google.com/citations?hl...

Managing high-volume LLM traffic at scale requires a focus on GPU utilization and Kubernetes-native architecture. @terrytangyuan.xyz (Yuan Tang) and Ran Pollak explore how KServe and @llm-d.ai work together to provide a production-ready inference platform. #CloudNative #AI #Kubernetes #CNCF

Best of Both Worlds: Cloud-Native AI Inference at Scale using KServe and llm-d by @terrytangyuan.xyz kserve.github.io/website/blog... #kubecon #AI #k8s #opensource

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗠𝗮𝗿𝗰𝗵 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁! We launched our newsletter publicly last year to share our contributions to upstream communities from our Red Hat AI teams. We’ve gained over 𝟭𝟯𝟬𝟬 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲𝗿𝘀!

🚀 𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗔𝗜 𝗶𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺𝘀? 𝗦𝘁𝗼𝗽 𝗹𝗲𝗮𝘃𝗶𝗻𝗴 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗼𝗻 𝘁𝗵𝗲 𝘁𝗮𝗯𝗹𝗲. The complexity of managing high-volume LLM traffic, GPU utilization, and cost control requires more than just model deployment.

A milestone for the Kubernetes inference ecosystem, shared by @terrytangyuan.xyz (Yuan Tang): WG Serving has completed its mission and is transitioning ongoing work forward. Thank you to everyone who contributed, and to the teams carrying the work forward! #Kubernetes #CloudNative #AI

Looking forward to be frequently checking out the KubeCon Feed next month! #KubeCon #CloudNativeCon Could anyone drop me the link to the list of social events in Amsterdam? bsky.app/profile/did:...

We'd like to announce that @kubernetes.io WG Serving has succeeded and will be disbanded! Thank you everyone who have participated and contributed to the discussions and initiatives! More details: groups.google.com/a/kubernetes...

If you’re interested in cloud native AI, KServe, or Kubernetes AI conformance, keep an eye out for Yuan Tang at KubeCon + CloudNativeCon EU—lots of ecosystem-wide work being shared this year. #CNCF #CloudNative

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗙𝗲𝗯𝗿𝘂𝗮𝗿𝘆 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁! We launched our newsletter publicly last year to share our contributions to upstream communities from our Red Hat AI teams. We’ve gained over 𝟭𝟮𝟬𝟬 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲𝗿𝘀!

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Excited to share that I'll be speaking at #KubeCon Europe in Amsterdam! You can find me in the following sessions: 1. Cloud Native AI + Kubeflow Day: Welcome + Opening Remarks: https://sched.co/2DZN3 2. Project Lightning Talk: Evolving KServe: https://sched.co/2EFyW

📢 𝗧𝗵𝗲 𝗦𝘁𝗮𝘁𝗲 𝗼𝗳 𝗠𝗼𝗱𝗲𝗹 𝗦𝗲𝗿𝘃𝗶𝗻𝗴 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝗶𝗲𝘀: 𝗝𝗮𝗻𝘂𝗮𝗿𝘆 𝗘𝗱𝗶𝘁𝗶𝗼𝗻 𝗶𝘀 𝗼𝘂𝘁! We launched our newsletter publicly last year to share our contributions to upstream communities from our Red Hat AI teams. We’ve gained over 𝟭𝟮𝟬𝟬 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲𝗿𝘀!

🚀 𝗠𝗼𝗿𝗲 𝗽𝗼𝘀𝗶𝘁𝗶𝗼𝗻𝘀 𝗮𝗿𝗲 𝗼𝗽𝗲𝗻 𝗮𝘁 𝗥𝗲𝗱 𝗛𝗮𝘁 𝗔𝗜! Our 𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 team continues to grow with ML engineer, researcher, and developer advocate positions!

🎉 𝗠𝗶𝗹𝗲𝘀𝘁𝗼𝗻𝗲 𝘂𝗻𝗹𝗼𝗰𝗸𝗲𝗱! The 𝘐𝘯𝘧𝘦𝘳𝘦𝘯𝘤𝘦𝘖𝘱𝘴: 𝘚𝘵𝘢𝘵𝘦 𝘰𝘧 𝘵𝘩𝘦 𝘔𝘰𝘥𝘦𝘭 𝘚𝘦𝘳𝘷𝘪𝘯𝘨 𝘊𝘰𝘮𝘮𝘶𝘯𝘪𝘵𝘪𝘦𝘴 newsletter from Red Hat AI just reached 𝟭,𝟬𝟬𝟬 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲𝗿𝘀 in only 5 months!

🚀 𝗪𝗲’𝗿𝗲 𝗛𝗶𝗿𝗶𝗻𝗴 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀 𝗶𝗻 𝟮𝟬𝟮𝟲! Our team at 𝗥𝗲𝗱 𝗛𝗮𝘁 𝗔𝗜 continues to grow, and we’re looking for passionate engineers (at multiple levels) to help us push the boundaries of 𝗔𝗜 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲.

🎉 Feeling thankful today and reflecting on two incredible years at Red Hat! While my official two-year anniversary is just a few days away, Thanksgiving feels like the perfect time to express my gratitude for this journey. Time flies! Looking forward to many more years to come!

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𝗦𝗹𝗶𝗱𝗲𝘀 𝗳𝗼𝗿 𝗼𝘂𝗿 𝗖𝗹𝗼𝘂𝗱 𝗡𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗗𝗮𝘆 𝘀𝗲𝘀𝘀𝗶𝗼𝗻 𝗳𝗿𝗼𝗺 #𝗞𝘂𝗯𝗲𝗖𝗼𝗻! I paired up with Dan Sun, co-founder of KServe, on a session titled 𝘒𝘚𝘦𝘳𝘷𝘦 𝘕𝘦𝘹𝘵: 𝘈𝘥𝘷𝘢𝘯𝘤𝘪𝘯𝘨 𝘎𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘷𝘦 𝘈𝘐 𝘔𝘰𝘥𝘦𝘭 𝘚𝘦𝘳𝘷𝘪𝘯𝘨.

Finally got my KubeCon professional headshot refreshed! 📸 I’ve been using the one I took three years ago at #KubeCon. It was definitely time for an update.

🎤 𝗠𝗼𝗿𝗲 𝘀𝗹𝗶𝗱𝗲𝘀 𝗮𝗿𝗲 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲! At #KubeCon North America 2025 in Atlanta, I had the pleasure of joining Stephen Rust, Rajas Kakodkar, and Alex Scammon for our session: 𝘐𝘯𝘵𝘳𝘰𝘥𝘶𝘤𝘪𝘯𝘨 𝘛𝘈𝘎 𝘞𝘰𝘳𝘬𝘭𝘰𝘢𝘥𝘴 𝘍𝘰𝘶𝘯𝘥𝘢𝘵𝘪𝘰𝘯: 𝘈𝘥𝘷𝘢𝘯𝘤𝘪𝘯𝘨 𝘵𝘩𝘦 𝘊𝘰𝘳𝘦

Many of us from 𝗥𝗲𝗱 𝗛𝗮𝘁 𝗔𝗜 attended #KubeCon North America in Atlanta last week. We’d like to share some highlights from the Red Hat AI model serving perspective, including llm-d, KServe, vLLM, and @kubernetes.io. inferenceops.substack.com/p/kubecon-no...

🎤 𝗦𝗹𝗶𝗱𝗲𝘀 𝗻𝗼𝘄 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲! At #KubeCon North America 2025 in Atlanta, I had the pleasure of joining @ritazh.bsky.social, Jiaxin Shan, and Sergey Kanzhelev for our session: 𝘕𝘢𝘷𝘪𝘨𝘢𝘵𝘪𝘯𝘨 𝘵𝘩𝘦 𝘙𝘢𝘱𝘪𝘥 𝘌𝘷𝘰𝘭𝘶𝘵𝘪𝘰𝘯 𝘰𝘧 𝘓𝘢𝘳𝘨𝘦 𝘔𝘰𝘥𝘦𝘭 𝘐𝘯𝘧𝘦𝘳𝘦𝘯𝘤𝘦: 𝘞𝘩𝘦𝘳𝘦 𝘋𝘰𝘦𝘴 𝘒𝘶𝘣𝘦𝘳𝘯𝘦𝘵𝘦𝘴 𝘍𝘪𝘵?

Back from #KubeCon + #CloudNativeCon North America 2025 in Atlanta! This has been the most fruitful KubeCon of my career. It was an honor to return to the KubeCon keynote stage in front of more than 9,000 attendees! This time, Anjali Telang and I explored trust and identity in the AI era.

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#KubeCon 2025 Anchoring Trust in the Age of AI: Identities Across Humans, Machines, and Models - Yuan Tang and Anjali Telang KServe is a CNCF incubator project kserve.github.io/website/ #SPIFFE #SPIRE #Keycloak

Kubernetes AI conformance on the #KubeCon keynote stage! @ritazh.bsky.social, Janet Kuo, Mario Fahlandt, & Yuan Tang github.com/cncf/k8s-ai-...

#KubeCon day 1 keynotes: @terrytangyuan.xyz and Anjali Telang talking about anchoring trust among people, machines, and models. Announced KServe is an incubating project in the CNCF

Just arrived in Atlanta for #KubeCon + #CloudNativeCon North America 2025! If you see me around the hallway or at the sessions, feel free to say hi. I’d love to chat about: - Model inference (KServe, vLLM, llm-d) - @kubernetes.io AI Conformance Program

🚀 𝗞𝗦𝗲𝗿𝘃𝗲 𝘃𝟬.𝟭𝟲 𝗶𝘀 𝗼𝘂𝘁! This release introduces 𝗟𝗟𝗠𝗜𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲𝗦𝗲𝗿𝘃𝗶𝗰𝗲, a new CRD that integrates with llm-d and brings scalable, production-grade LLM serving on Kubernetes.

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

🚀 𝗖𝗙𝗣 𝗗𝗲𝗮𝗱𝗹𝗶𝗻𝗲 𝗖𝗼𝗺𝗶𝗻𝗴 𝗨𝗽 𝗦𝗼𝗼𝗻! The Call for Proposals for two exciting AI-focused co-located events at KubeCon Europe is closing this 𝗦𝘂𝗻𝗱𝗮𝘆, 𝗡𝗼𝘃 𝟮𝗻𝗱! 𝗔𝗴𝗲𝗻𝘁𝗶𝗰𝘀 𝗗𝗮𝘆: events.linuxfoundation.org/kubecon-clou... 𝗖𝗹𝗼𝘂𝗱 𝗡𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗗𝗮𝘆: events.linuxfoundation.org/kubecon-clou...

📚✨ 𝗕𝗼𝗼𝗸 𝗦𝗶𝗴𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝗘-𝗕𝗼𝗼𝗸 𝗚𝗶𝘃𝗲𝗮𝘄𝗮𝘆 𝗮𝘁 𝗞𝘂𝗯𝗲𝗖𝗼𝗻 𝗡𝗼𝗿𝘁𝗵 𝗔𝗺𝗲𝗿𝗶𝗰𝗮! ✨📚 If you’re attending #KubeCon in Atlanta and have a copy of my book 𝘋𝘪𝘴𝘵𝘳𝘪𝘣𝘶𝘵𝘦𝘥 𝘔𝘢𝘤𝘩𝘪𝘯𝘦 𝘓𝘦𝘢𝘳𝘯𝘪𝘯𝘨 𝘗𝘢𝘵𝘵𝘦𝘳𝘯𝘴, bring it along and I’d love to sign it! 🖊️ And if you’d like your own copy, use code 𝗞𝘂𝗯𝗲𝗖𝗼𝗻𝟮𝟱𝗮𝘂 starting 𝗡𝗼𝘃 𝟵𝘁𝗵 for 45% off.

🚀 𝗪𝗲’𝗿𝗲 𝗛𝗶𝗿𝗶𝗻𝗴 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀! Our team at 𝗥𝗲𝗱 𝗛𝗮𝘁 𝗔𝗜 is growing, and we’re looking for passionate engineers (at different levels) to help us push the boundaries of 𝗔𝗜 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗮𝗻𝗱 𝗺𝗼𝗱𝗲𝗹 𝘀𝗲𝗿𝘃𝗶𝗻𝗴.

It was a pleasure to contribute to this video to kick off Community Day at IBM TechXchange! The theme - The Power of Community - truly resonates with me. Open source and tech communities thrive because of the people who collaborate and innovate together. Watch the video here 👉 youtu.be/Q0E8ZNMk1Ac