AI at the edge is an infrastructure puzzle. Red Hat is helping solve it by contributing llm-d to the #CNCF, establishing "well-lit paths" for AI-RAN orchestration with SoftBank. 🐧

This is about optimization—making inference a first-class citizen alongside traditional containers.

Proud to see Red Hat continuing our legacy of open-source leadership, from #Kubernetes and #etcd to #KEDA and now #llmd.

Read more: https://www.redhat.com/en/blog/how-llm-d-brings-critical-resource-optimization-softbanks-ai-ran-orchestrator

#RedHat #AI #OpenSource #KubeCon #CloudNative

Red Hat is contributing llm-d to the #CNCF, turning fragmented AI into modular, interoperable microservices. 🐧

The goal? Make AI inference a first-class citizen in the same cloud-native environment as your traditional apps.

I love how Red Hat continues to fuel the #OpenSource ecosystem. From our roots in #Kubernetes and #etcd to newer projects like #KEDA and #CRI-O, we’re committed to building "well-lit paths" for everyone.

#RedHat #KubeCon #CloudNativeCon #AI #llmd

https://www.redhat.com/en/blog/why-were-contributing-llm-d-cncf-standardizing-future-ai?sc_cid=701f2000000txokAAA&utm_source=bambu&utm_medium=organic_social

Learn the critical failure points when running LLM inference on Kubernetes, including resource constraints, operator compatibility, security, scalability, and monitoring best practices for production workloads.

#Kubernetes #LLM Inference #Dynatrace #GPU Resource Allocation #Service Mesh #Network Policies #KEDA #Triton Inference Server #Redis #Prometheus

https://dasroot.net/posts/2026/02/running-llm-inference-on-kubernetes-what-breaks-first/

Blog - I had a new bit of learning with Kubernetes Event Driven Autoscaling today

Changing Piefed Worker Scaling to be Based on Queue Size in Kubernetes with KEDA
I recently caused myself a bit of a minor issue by installing some updates on the Keyboard Vagabond cluster. It wasn’t a big deal, just s…

Blog - I had a new bit of learning with Kubernetes Event Driven Autoscaling today

https://piefed.keyboardvagabond.com/c/programming/p/226531/blog-i-had-a-new-bit-of-learning-with-kubernetes-event-driver-autoscaling

Реальный кейс настройки Pod Autoscaling в k8s с точки зрения разработчика

На носу 2026 год, а я хочу поделиться своим путешествием по переводу приложения на инфраструктуру Kubernetes. И самая сложная и интересная часть, как раз, настройка автоскейлинга. Не слишком ли заезженная тема? Думаю нет, потому что я буду рассказывать именно с позиции разработчика приложения, а не девопса. Мне повезло, я без понятия как это всё настраивается. Я буду рассказывать как это всё работает. Конфигов кубера будет минимум, рассуждений и погружений в метрики максимум. В конце оставил TL;DR. Поехали?

https://habr.com/ru/articles/973936/

#kubernetes #hpa #horizontal_pod_autoscaler #keda #ec2 #cadvisor #k8s

From event-driven architectures to autoscaling, from #cloudnative #microservices to agentic AI, from corporate to #opensource and startups - the latest episode of OpenObservability Talks has it all!

I invited co-creator of #Dapr & #KEDA @yaronschneider to give us us the grand tour:
https://medium.com/p/eb2f4013d9a1

Автомасштабируем узлы кластера Kubernetes. Часть 2

Всем привет! Это вновь Илья Смирнов, архитектор решений из

https://habr.com/ru/companies/cloud_ru/articles/948140/

#keda #мультиклауд #масштабирование #eventdriven