LearnKube

Kubernetes can schedule workloads, but AI infrastructure goes further than placement alone. Mauricio Salatino explains that training models, moving them, and serving users introduces a separate operational layer. That is where he sees ML platform work begin.

New report: Immutable OS for Kubernetes We’ve published a new report on how teams manage Kubernetes node OSes in practice. Based on 2,138 responses across 4 platforms, the report examines node updates, incident response, CVE patch windows, and OS customization. The results suggest that immutable-node operations are becoming more common, but the hard part is still operational: building reliable image pipelines, observability, and rollout processes around the base OS. Read the full report: https://lnkd.in/gnRCWCuS ⭐️ This research was sponsored by Spectro Cloud. If you want to explore an immutable OS built for Kubernetes, check out Hadron OS: https://ku.bz/P5Gj9c18t

💡 Kubernetes teams often talk about immutable infrastructure. Node OS management is where that model gets tested. I ran a series of polls on how teams manage Kubernetes nodes in practice. 2,138 practitioners responded across LinkedIn, Twitter, Telegram, and Mastodon. The results: - 47.1% replace nodes instead of patching them - 55.1% check monitoring and logs first when a node misbehaves - 74.3% can patch within hours or days after a critical OS CVE - Only 14.9% run heavily customized node OS images The poll results point in one direction: teams want immutable nodes, but the hard part is operationalizing them with image pipelines, observability, and reliable rollout workflows. Full report: https://lnkd.in/gVe-i6TQ 🌟 If you want to explore an immutable OS built for Kubernetes, check out Hadron OS by Spectro Cloud (thank you for sponsoring this research): https://ku.bz/P5Gj9c18t

A special episode on KubeFM, and a slightly different subject than usual. Kelsey, Eric Abercrombie, and Julius Payne II join Bart to explore what hip-hop can teach us about Kubernetes and how music, creativity, and lived experience shape how we think about technology. You will learn: - Why fundamentals, patience, and repetition still matter more than shortcuts - How Kubernetes, community, and confidence intersect for people entering cloud-native work - What hip-hop, production, and storytelling can teach us about ownership, authenticity, and finding your voice Watch (or listen to) it here: https://ku.bz/czrCCXSLt 🌟 This episode is brought to you by LearnKube — get started on your Kubernetes journey through comprehensive online, in-person, or remote training: https://lnkd.in/ge4aYVZq With 🎙Bart

This week's 6 best Kubernetes Platform Engineer jobs are: Platform Engineer with Pinterest 💰 $242.63K to $499.54K a year Remote from the United States of America → https://ku.bz/1CDKh0GP2 Platform Engineer with NVIDIA 💰 $224K to $431.25K a year Remote from the United States of America → https://ku.bz/NCCttvbkj Platform Engineer with Perplexity 💰 $250K to $405K a year Fully remote → https://ku.bz/GWdryCvpx Platform Engineer with xAI 💰 $180K to $440K a year Fully remote → https://ku.bz/Z9mrs2CBK Platform Engineer with Sentry 💰 $240K to $320K a year Remote from the United States of America → https://ku.bz/J8JkY17W1 Platform Engineer with Reddit 💰 $232.5K to $325.5K a year Remote from the United States of America → https://ku.bz/8P0Kdd-_R 👉 Browse 6505 jobs on Kube Careers https://kube.careers

Yue Yin, Software Engineer at ByteDance, explains why they decided to open-source their high-performance scheduler. After battle-testing Gödel in production environments handling 5,000 pods per second, and publishing research at SoCC, significant industry interest in the scheduler's design prompted them to share it with the community. The decision was also driven by ByteDance's desire to give back to the open source community that helped them build their infrastructure. Watch the full episode: https://ku.bz/lMpNng_33

📅 Kubernetes events starting in the next 24 hours: CKA Exam Study Session & Practice https://ku.bz/Wzw4vKVPW Devopsdays Atlanta https://ku.bz/j1tTgywxD SREday Seattle 2026 https://ku.bz/ykX8CSvWg Beyond RCA Speed: Understanding Change in Modern Production Systems https://ku.bz/Vt50lv3Kl Deep Dive into Kubernetes Autoscaling https://ku.bz/9T52NvlTQ Goodbye NGINX Ingress: migrating 300+ Kubernetes clusters to Envoy Gateway and the Gateway API https://ku.bz/XytkP7Lbh NDC Sydney 2026 https://ku.bz/mdHcG9D8J ★ Cloud Native 2026 https://ku.bz/Th7j94SCf 📅 Starting next week: Certified Kubernetes CKAD Crash Course https://ku.bz/Wnx_S3wHZ ★ foss-north 2026 https://ku.bz/gK-m4f2mQ ★ Devopsdays Copenhagen https://ku.bz/L4nxV_N8N 👩🏫 Courses and 🎤 conferences to watch out for: Devopsdays Austin https://ku.bz/XzFlK3BvY Devopsdays Geneva https://ku.bz/Jq_M2V-rx ★ Codemotion Madrid https://ku.bz/zpRr562mj ★ Kubernetes Community Days Czech & Slovak - Prague 2026 https://ku.bz/wWjxl5Nh7 → See all Kubernetes events https://kube.events