AKS Looks to Make Node Disruption More Predictable with New NAP Guidance
Microsoft is placing greater emphasis on controlling disruption in Azure Kubernetes Service (AKS) Node Auto-Provisioning (NAP), publishing new guida…
Последние новости
⚑ Сообщить о проблемеTech news from the best sources
Все темы
AI
Gear
News
Tech
agents
ai
api
architecture
automation
beginners
career
database
devchallenge
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
testing
tutorial
typescript
webdev
AI Code Review at Scale: LinkedIn's Multi-Agent Approach
At LinkedIn's scale, relying solely on human reviewers or simply putting an off-the-shelf AI reviewer in front of GitHub is not an effective way to…
Presentation: Enchant Your AI and APIs with eBPF Magic 🪄
Dan Finneran discusses the risks of unowned AI-generated code in production and demonstrates how eBPF can intercept and control AI API traffic in Ku…
Kubernetes at the edge has hit a wall. Fleet management is the way through.
Not too long ago, edge computing was seen as a niche use case, limited to telcos, manufacturing plants, and large The post Kubernetes at the edge ha…
Flux Mirror Uses Gitless GitOps to Keep Software Supply Chain Under Control
Flux has introduced Flux Mirror, a CLI plugin that mirrors container images, Helm charts and OCI artifacts between registries from a declarative con…
AWS deprecated this EKS auth method. 81% of clusters still run it.
The migration to Kubernetes and cloud native infrastructure has been one of the defining IT trends of the past decade. The post AWS deprecated this…
Kubeflow Expands AI Capabilities as CNCF Graduation Nears
The Kubeflow project has unveiled several technical updates to enhance distributed AI and high-performance computing on Kubernetes. These advancemen…
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Netflix migrated most of its batch workloads onto Kueue, an open-source cloud-native batch job execution system that has outgrown its homegrown solu…
Pulling multi-gigabyte container images in seconds on Amazon EKS
When the image is the bottleneck: Machine learning changed what a container image looks like. A typical application ships in The post Pulling multi-…
Why your KubeVirt VMs can’t move between clusters — and how EVPN fixes it
Your team has moved VMs to Kubernetes with KubeVirt. The workloads are running. The team is gaining confidence. Then someone The post Why your KubeV…
Say goodbye to K8s GPU pain: How DRA changes everything
Consider a platform team managing a shared GPU cluster with a mix of B200s, H100s, and recently added B300s. Every The post Say goodbye to K8s GPU p…
“Just rewrite it”: What platform teams really think about modernization
Mergers, acquisitions, and the steady churn of business and technology initiatives are creating something nobody asked for: Duplicate infrastructure…
From Projects to Products: Turning Platforms into Products People Use
Having a platform is not enough; the real challenge is ensuring that it is understandable, usable, and actually adopted by its users. A capability i…
Pods as Workers, Not Agents: Rethinking the Deployment Unit for AI Agents on Kubernetes
Running AI agents on Kubernetes raises a key question: should each agent get its own Pod? The kagent project argues no—agents are bursty, short-live…
HashiCorp Ships Public Beta of Vault Kubernetes Key Management
HashiCorp has released a public beta of Vault Kubernetes key management, a KMS v2-compatible plugin that lets the Kubernetes API server delegate env…
Kubernetes upgrades don’t have to break things: How EKS is making cluster lifecycle management simpler and safer
Kubernetes moves at a pace of three minor version releases per year, and staying current is not optional if you The post Kubernetes upgrades don’t h…
Microsoft Three-Layer LLM Routing Architecture for AI Agents on AKS
Microsoft has released a reference architecture for routing agent traffic on Azure Kubernetes Service. It breaks down the issue into three key choic…
Amazon EKS Adds Kubernetes Version Rollback Within 7 Days of an Upgrade
Amazon EKS has recently introduced support for Kubernetes version rollbacks, letting practitioners revert a cluster's control plane to its previous…
How Zalando Built an In-Process Client-Side Load Balancer for One Million Requests per Second
The engineering team at Zalando recently described the design and implementation of an in-process, client-side load balancer for a high-throughput A…
Expedia Uses AI Driven Service Telemetry Analyzer to Accelerate Incident Investigation
Expedia Group has introduced STAR, an internal AI-assisted observability platform that helps engineers investigate production incidents using servic…
Kubernetes made deploying easy. Nobody warned you about the databases.
The DevOps movement, set in motion nearly 20 years ago, broke down the traditional divide between software developers and IT The post Kubernetes mad…
Self-healing GPU nodes in Kubernetes: What we learned building the EKS node monitoring agent
When you run Kubernetes at the scale we do on Amazon EKS, nodes break constantly. GPUs fall off the PCIe The post Self-healing GPU nodes in Kubernet…
From intent to enforcement: Lessons from operating Kubernetes controllers at scale
Kubernetes controllers are what make the platform’s declarative model real. They observe the state, reconcile toward the intent, and keep The…
Cloud Native Infrastructure Emerges as the Foundation for Trustworthy Agentic AI
A new technical analysis published by the Cloud Native Computing Foundation (CNCF) argues that the future of agentic AI will be built not on entirel…
You don’t have a deployment problem. You have a validation problem.
Ask a platform team about their deployment capabilities, and you will usually hear a genuinely impressive story. Progressive rollouts that The post…
Kubernetes won the container decade. Google’s Agent Substrate wants the next one.
Google made GKE Agent Sandbox generally available in May 2026 and, in the same post, introduced a second project called The post Kubernetes won the…
What running Kubernetes across millions of clusters taught AWS about zone failures
Handling the obvious failures is the easy part: a server goes down, you spin up another. The failures that actually The post What running Kubernetes…
Develop like you deploy: closing the Kubernetes local-to-cluster gap
Despite significant investments and technological developments in platform engineering over the past decade, most developers still face the same pro…
How Open Source Enables Collaboration in Creating a Platform
A platform is a collaboration system: platform teams depend on application teams, and both need shared standards. Engineers trust a platform through…
The Kubernetes Approach to AI-Assisted Maintainership Prioritises Human Accountability
The Kubernetes community has introduced a framework for integrating AI into open-source maintainership, emphasising human accountability in code qua…