People break code quality Viktor Farcic on where code quality breaks first 📺: https://ku.bz/7ZnM0ZlDy

Andrew, Staff Cloud Infrastructure Engineer at SafetyCulture, explains the specific incidents and pain points that made their Helm-based deployment system unsustainable as they scaled to hundreds of microservices Watch the full episode: https://ku.bz/Xvyp1_Qcv

This week on the Learn Kubernetes Weekly: 🔍 Baselining Audit Logs 🤖 AI Agent for SRE Ops 🛡️ OSS Security Console 🧩 Implementing User Namespaces 🔀 Vlan Migration Without Downtime ⭐️ daily.dev Read it now: https://kube.today/issues/195

AI helps a lot, but you have to test it in advance Koray Oksay on governance, CI/CD, and policy checks 📺: https://ku.bz/yrtRLM

🗣️ Dave Masselink, Software Engineer and Founder at Compute Gardener, explains the complexities of accurately measuring power usage across different hardware components in Kubernetes clusters Watch the full episode: https://ku.bz/zk2xM1lfW

Lightweight Kubernetes choices matter more at the edge Jordan Karapanagiotis on k3s, K0s, Argo CD, and Flux 📺: https://ku.bz/5PD0t32XG

Define the criteria before choosing the tool Fabián Sellés Rosa from Adevinta on balancing flexibility, maturity, and operational effort https://ku.bz/R_06hwnCn 🌟 LearnKube 🎙 🎙Bart

Define the criteria before choosing the tool Fabián Sellés Rosa from Adevinta on balancing flexibility, maturity, and operational effort https://ku.bz/R_06hwnCn 🌟 LearnKube 🎙 🎙Bart

"We didn't have control over our app. We didn't know the state of our app." Jordan Karapanagiotis on why they moved from Docker to K3s for edge AI 📺: https://ku.bz/3yDmJ_xSC

"We're following very closely the evolution of tools like Kubeflow, KServe, Kueue, and Container SSH." Ricardo Rocha on emerging Kubernetes tools for scientific workloads 📺: https://ku.bz/BCzSD9bF_

🗣️ Andrew Charlton addresses the persistent skepticism about running stateful workloads on Kubernetes, arguing that it provides valuable abstractions like PVCs that make database management viable Watch: https://ku.bz/fhZ_pNXM3

We’ve just confirmed 3 private Kubernetes training engagements for September alone Want to level up your team’s Kubernetes and platform engineering skills? Teams: https://learnkube.com/corporate-training Individuals: https://learnkube.com/training

Three Kubernetes tools are standing out right now Shani Adadi Kazaz on Kro, Argo CD, and ACK 📺: https://ku.bz/kThBjp3Lj

For many edge deployments, the cloud is not the default Przemysław Wojtunik on sovereign requirements and on-premise installation 📺: https://ku.bz/TJRYGMWV2

🗣️ John Howard, Senior Software Engineer at Solo.io, provides clear recommendations for teams looking to implement mTLS in Kubernetes environments Watch the full episode: https://ku.bz/sk-ZF1PG9

OpenTelemetry profiling and `llm-d` are two of the Kubernetes tools Mauricio Salatino is watching most closely right now Mauricio Salatino on visibility and large language model workloads on Kubernetes 📺: https://ku.bz/QXKc1tBFY

🗣️ Thibault Jamet, DevOps and Technical Product Owner @ Adevinta, explains why resource management was a nightmare before implementing Vertical Pod Autoscaler across their 30-cluster platform Watch the full episode: https://ku.bz/rf1pbWXdN

"Expecting a larger ecosystem of alternative schedulers specialized for different workloads. The base scheduler solves 80% of problems - the rest are for specialized tools." Amin Astaneh on Unix philosophy for Kubernetes schedulers 📺: https://ku.bz/p1RNM5ldZ

DRA is now GA, in-place pod resizing is moving into real workflows, and MCP standardization is shaping Kubernetes tooling Reid Vandewiele on emerging Kubernetes tools 📺: https://ku.bz/9RmbpWGng

"MIGs: no noisy neighbor, clear telemetry. Time slicing: higher density, but no memory isolation." Andrew Hillier on choosing GPU allocation strategies 📺: https://ku.bz/wL-0d1X0y

🗣️ Alessandro Pomponio, Research Software Engineer @ IBM Research, explains how his team used Kyverno policies to solve GPU resource monopolization in their Kubernetes clusters Watch the full episode: https://ku.bz/5sK7BFZ-8

This week on the Learn Kubernetes Weekly: 🤖 So We Built an AI SRE 💸 The GPU Bill Was $40,000 🔓 PSS Restricted Did Not Block AF_ALG 📦 One Registry for 6 AKS Clusters ⚙️ GitOps with tofu-controller ⭐️ Isovalent Read it now: https://kube.today/issues/194

"You don't need to be a rocket scientist to implement security in Kubernetes." Abhishek Rao on making platform security practical 📺: https://ku.bz/_q9XBgY2c

Mac Chaffee advocates for "one big box" infrastructure and vertical scaling over distributed systems. His key insight: Kubernetes is an operating system for running applications Watch: https://ku.bz/9nFPmG85f

"If you know how things are underneath, then if you don't find the answer at the Kubernetes layer, you start looking at the underneath one." Mauro Morales on why Linux fundamentals matter for Kubernetes 📺: https://ku.bz/8cpgjFfjn

🗣️ Federico Iezzi from Google Cloud explains how his team reached 1M output tokens/s using Qwen 3.5 27B, vLLM, GKE Autopilot, and B200 GPUs https://ku.bz/1xD9Md0mb 🌟 LearnKube 🎙 🎙Bart

🗣️ Federico Iezzi from Google Cloud explains how his team reached 1M output tokens/s using Qwen 3.5 27B, vLLM, GKE Autopilot, and B200 GPUs https://ku.bz/1xD9Md0mb 🌟 LearnKube 🎙 🎙Bart

"Figuring out the right amount of CPU and memory — that's toil. We should be able to automate that." Ray Chen on keeping humans in the loop for Kubernetes resource optimization 📺: https://ku.bz/w50VfwtYd

"Kubernetes 2.0. Let's go." Nicholas Eberts on how AI/ML is pushing Kubernetes to evolve — DRA, scheduler changes, and what's next 📺: https://ku.bz/jlDL5XzCd

🗣️ Marc Campora shares his perspective on running AWS Lambda on Kubernetes - while helpful for bin packing, you still inherit all of Kubernetes' operational complexity and miss the point Watch: https://ku.bz/5gMTkzLhV