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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

A Detailed Guide to Azure Kubernetes Service Monitoring

Azure Kubernetes Service (AKS) continuously generates a high volume of telemetry, ranging from node-level CPU and memory usage to request latencies and error rates within individual pods and services. Without a structured monitoring strategy, this flood of metrics can easily become noise, leaving teams blind to early warning signs. Effective monitoring in AKS is about identifying the right signals, correlating them across layers, and acting before they impact application performance or cluster stability.

Your Apps Are Green. Your Infrastructure Is Dying.

Launch Week Day 3: Introducing Discover Infrastructure Your dashboard looks perfect. APIs responding in 80ms, background jobs processing smoothly, error rates at 0.02%. Everything's green. Then production breaks. "Why is checkout so slow?" "The payment service keeps timing out!" You run kubectl get pods and discover payment-service pods restarting every 3 minutes due to OOM kills. Then you check your database host—CPU at 98% because someone forgot the new ML training job runs there too.

Nginx Logs & Performance Monitoring with Loki and Telegraf | MetricFire

When a web service slows down or errors spike, metrics can tell you what changed (active connections rise, error rate increases), but the root cause can sometimes be found in your logs (which IPs are hammering POST endpoints, 4XX/5XX occurrences). Put the two together and you get the full observability picture. Time-series metric trends to spot incidents, and line-level details to fix them fast.

Discover Infrastructure: Kubernetes & Hosts - Launch Week / Day 03

Stop debugging infrastructure issues across multiple dashboards. See how Last9's Discover Infrastructure monitors K8s pods and traditional hosts together—with resource analysis, pod-level debugging, and AI that correlates app problems to infrastructure root causes. One setup (K8s + host monitoring) → Complete infrastructure visibility that connects to your services and jobs. No more blind spots between application performance and underlying resources.

Spectrum Delivers Bare-Metal RPC Infrastructure for Next-Gen Blockchain Operations

In today's fast-evolving web3 environment, infrastructure plays a decisive role in how decentralized applications (dApps) perform and scale. Spectrum, a global Remote Procedure Call (RPC) provider, is meeting this challenge head-on with a bare-metal infrastructure that spans continents and supports over one billion daily RPC requests across more than 175 blockchain networks.

How to Set Up and Manage LTO Tape Backup Systems That Last

Building a dependable LTO tape backup system starts with more than just the right hardware. From physical setup to ongoing tape management, each step plays a direct role in long-term data protection. Skipping planning or using mismatched components can lead to wasted time, damaged media, and incomplete backups. Hardware, software, labelling, storage, and tape rotation: This guide has you covered. It's all here, explained simply. We'll also look at what's usually missed. Testing. Without routine validation, your backups can fail silently. Keep your system running smoothly!

Best of both worlds: relaxAI API brings sovereignty and affordability to OpenAI

The UK’s Competition and Markets Authority (CMA) recently published its final verdict on the state of the cloud industry. While the tone may have softened since its initial findings, the conclusion was still damning: hyperscalers like AWS and Microsoft continue to unfairly dominate the cloud market through opaque, inflated pricing and technical lock-in strategies.