UA DevOps
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Канал з новинами у DevOps світі. Актуальні статті та цікаві рішення.
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☸️ Stop wasting GPU allocation in Kubernetes with GPU-pruner

In all Kubernetes platforms, idle GPU waste is one of the toughest capacity issues to resolve. You may have seen it yourself: GPUs allocated by other users apparently run for days, doing pretty much nothing. Kubernetes shows that the pods are still r...

🔗 Read more: https://developers.redhat.com/articles/2026/08/31/stop-wasting-gpu-allocation-in-kubernetes-with-gpu-pruner
📰 Source: Red Hat Developer
📅 2026-08-31 03:01 UTC

#DevOps #Tech #Automation #CloudNative
🚀 Red Hat OpenShift autoscaling using MachineSet autoscaler with KEDA

There are different solutions for scaling your Red Hat OpenShift compute infrastructure. In our previous article, we demonstrated Cluster Autoscaler, the built-in, Kubernetes-native approach. In this article, we look at the MachineSet Autoscaler with...

🔗 Read more: https://developers.redhat.com/articles/2026/09/01/red-hat-openshift-autoscaling-using-machineset-autoscaler-with-keda
📰 Source: Red Hat Developer
📅 2026-09-01 03:01 UTC

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🚀 AI-powered multicluster management: Querying fleet health with OpenShift Lightspeed and Red Hat Advanced Cluster Management

Managing modern, large-scale Kubernetes environments presents a unique set of challenges, particularly when maintaining visibility and performing rapid troubleshooting across distributed clusters. As the number of managed clusters grows, the cognitiv...

🔗 Read more: https://developers.redhat.com/articles/2026/08/31/ai-powered-multicluster-management-querying-fleet-health-openshift-lightspeed
📰 Source: Red Hat Developer
📅 2026-08-31 07:16 UTC

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🚀 Secure by default is your only way forward

The newest worker on your team builds with whatever it finds and never asks what deserves your trust. Our answer is a hardened foundation and a boundary built for agents.

🔗 Read more: https://www.docker.com/blog/secure-by-default-is-your-only-way-forward/
📰 Source: Docker Blog
📅 2026-08-31 13:00 UTC

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🏗️ HCP Terraform Positions Itself as the Control Plane for AI-Driven Infrastructure

HashiCorp is positioning HCP Terraform as the governance and control plane for a new generation of AI-driven infrastructure, arguing that the rapid adoption of coding agents is shifting the biggest infrastructure challen

🔗 Read more: https://www.infoq.com/news/2026/09/hcp-terraform-ai-driven-control/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global
📰 Source: InfoQ DevOps
📅 2026-09-01 12:00 UTC

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🚀 OpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents

OpenClaw has released OpenClaw 2.0, a major update to the open-source personal AI agent that changes its installation process, browser interface, memory, skills, automations, plugins, security, and collaboration features

🔗 Read more: https://www.infoq.com/news/2026/09/openclaw-2-release/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global
📰 Source: InfoQ DevOps
📅 2026-09-01 18:47 UTC

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☸️ DataAgent Emerges From Stealth To Bring Autonomous Remediation to Kubernetes

DataAgent emerged from stealth today with $10 million in pre-seed funding and an agentic AI platform designed to fix production problems inside Kubernetes environments without waiting for a site reliability engineer to i

🔗 Read more: https://cloudnativenow.com/features/dataagent-emerges-from-stealth/
📰 Source: Container Journal
📅 2026-09-01 23:35 UTC

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🚀 Knowledge Graph as context for LLMs: demonstrating decisive RCA and faster production performance

On the product team here at Grafana Labs, we consider AI agents our users, too. That’s why we set out to test how well agents can debug incidents across the full stack, and how much better they perform with Grafana Cloud’s Knowledge Graph vs. using r...

🔗 Read more: https://grafana.com/blog/knowledge-graph-as-context-for-llms-demonstrating-decisive-rca-and-faster-production-performance/
📰 Source: Grafana Blog
📅 2026-09-02 06:01 UTC

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☁️ Visual playback of the user journey: Introducing Session Replay in Grafana Cloud Frontend Observability

Grafana Cloud Frontend Observability helps engineering teams quantify the end user experience by bringing metrics, logs, traces, and user session context to client-side web applications. Teams can monitor application health and performance over time,...

🔗 Read more: https://grafana.com/blog/visual-playback-of-the-user-journey-introducing-session-replay-in-grafana-cloud-frontend-observability/
📰 Source: Grafana Blog
📅 2026-09-02 06:01 UTC

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🚀 Build your own continuous modernization pipeline with AWS Transform custom

Introduction Development velocity has reached new heights with AI-driven development tools and practices. Organizations are generating code faster than ever before. But that speed carries risk. Researchers Anderson, Parker, and Tan warned in MIT Sloa...

🔗 Read more: https://aws.amazon.com/blogs/devops/build-your-own-continuous-modernization-pipeline-with-aws-transform-custom/
📰 Source: AWS DevOps Blog
📅 2026-08-28 13:27 UTC

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🚀 Secure mainframe access with HashiCorp Boundary

HashiCorp Boundary modernizes mainframe access with identity-based controls, JIT credentials, and central auditing via a mainframe-adjacent worker.

🔗 Read more: https://www.hashicorp.com/blog/secure-mainframe-access-with-hashicorp-boundary
📰 Source: HashiCorp Blog
📅 2026-09-01 16:00 UTC

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☁️ From clickops to governed IaC: CloudFormation drift detection in practice

AWS environments that have grown organically over time often share a common characteristic: infrastructure provisioned through the AWS Management Console, SDKs, or CLI without corresponding Infrastructure as Code (IaC) templates. This practice is com...

🔗 Read more: https://aws.amazon.com/blogs/devops/from-clickops-to-governed-iac-cloudformation-drift-detection-in-practice/
📰 Source: AWS DevOps Blog
📅 2026-08-21 10:48 UTC

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🚀 HashiCorp Vault agentic IAM is now generally available

HashiCorp Vault Enterprise advances AI agent security with recent enhancements now generally available.

🔗 Read more: https://www.hashicorp.com/blog/hashicorp-vault-agentic-iam-is-now-generally-available
📰 Source: HashiCorp Blog
📅 2026-09-01 16:00 UTC

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🚀 Stream HCP Vault Dedicated audit logs to Microsoft Sentinel

HCP Vault Dedicated has no native Microsoft Sentinel connector. Deploy a Terraform-managed pipeline that streams audit logs into Azure Log Analytics and Microsoft Sentinel.

🔗 Read more: https://www.hashicorp.com/blog/hcp-vault-dedicated-audit-logs-microsoft-sentinel
📰 Source: HashiCorp Blog
📅 2026-08-27 16:00 UTC

#DevOps #Tech #Automation #CloudNative
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☸️ Kubernetes v1.37: Pod Certificates and Cluster Trust Bundles

Pod Certificate / Cluster Trust Bundles Blog PostKubernetes brings a wealth of features that make it easy to run your production
workloads securely and reliably. While aspects like scheduling, health checks
and resource limits are probably at the fro...

🔗 Read more: https://kubernetes.io/blog/2026/08/28/kubernetes-v1-37-pod-certificates-and-cluster-trust-bundles/
📰 Source: Kubernetes Blog
📅 2026-08-28 18:30 UTC

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📊 From failed check to real user impact: Pairing Synthetic Monitoring and Frontend Observability in Grafana Cloud

Say you get a support escalation about a page in the app that won’t load. But when you pull up your synthetic checks, they're all green: 100% uptime, probes are passing. Something's not adding up, but which one do you trust?If you’ve run Grafana Clou...

🔗 Read more: https://grafana.com/blog/from-failed-check-to-real-user-impact-pairing-synthetic-monitoring-and-frontend-observability-in-grafana-cloud/
📰 Source: Grafana Blog
📅 2026-09-02 06:01 UTC

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🚀 AI-driven software delivery with Kiro, AWS DevOps Agent and Bluebox by Dynatrace

This post was co-written with Michael Stephan, Senior Principal Product Manager, and Christian Kreuzberger, Principal Software Engineer, at Dynatrace. AI-driven software delivery changes how code gets written, but not what production demands of it. A...

🔗 Read more: https://aws.amazon.com/blogs/devops/ai-driven-software-delivery-with-kiro-aws-devops-agent-and-bluebox-by-dynatrace/
📰 Source: AWS DevOps Blog
📅 2026-08-26 12:59 UTC

#DevOps #Tech #Automation #CloudNative