DevOps Blog

Security Automation shows how AI can dramatically reduce incident response time in DevOps by detecting anomalies faster than manual analysis ever could. The article presents a real Kubernetes incident, explains the automated response workflow, and compares the time saved before and after AI implementation.

Code Generation

Incident Management

Autoscaling Optimization

Predictive Log Analysis – Turning logs into actionable insights

Fixing broken tests after every UI change eats up hours and delays releases. This post shows how AI-powered self-healing tools can cut test maintenance from hours to minutes - and help your team ship faster.

Manual monitoring can't keep up with modern IT systems. This post explains how AI-powered anomaly detection helps teams spot problems before they become incidents - and walks through the key tools that make it work.

Cloud costs can grow fast if no one's watching. This post covers practical ways to cut your cloud bill - from rightsizing and container optimization to FinOps - without sacrificing performance or flexibility.

Learn how artificial intelligence is revolutionizing DevOps by predicting failures before they impact users. Discover how AIOps tools analyze logs and metrics to reduce unplanned downtime by up to 30–50%. Find out why AI is becoming a quiet but indispensable member of every DevOps team.

When you build an AI app, things can go wrong in ways you'd never expect - like your app quietly asking the same question three times and burning through your budget. This article shows how we added a monitoring tool called Langfuse to our candidate-matching app, and it was surprisingly easy - just a few lines of code. The moment we turned it on, we immediately spotted a hidden bug that was tripling our costs and slowing everything down. The takeaway is simple: if you're running AI in production, you need to be able to see what's actually happening under the hood, or you're just flying blind.

Migrating data in Kubernetes can be challenging, but with the right approach, it doesn't have to be. Whether you're moving data within a namespace, between clusters, or even restructuring your setup, various tools like CSI Clones, SQL dumps, Restic, Kopia, and Velero can help. This guide breaks down different migration strategies, highlighting their pros, cons, and best practices to ensure a smooth and efficient transition.

Restore process is triggered by Velero CLI command or by Velero Restore K8s custom resource object (Velero Docs - Restore API Type).

To have consistent backup it have to be known if there is need to provide extra step(s) before backup happen.

Velero could be installed via Velero CLI command (Velero Docs - Basic Install) or via Helm Chart (VMware Tanzu Helm Repository)

Velero gives you tools to back up and restore your Kubernetes cluster resources and persistent volumes. You can run Velero with a cloud provider or on-premises.

In the past running a stateful production application on Kubernetes cluster wasn't recommended at all for production grade environments.

Before Kubernetes came to the market the main way of deploying new services was using monolithic architecture.

Modern observability require from monitoring solutions to deliver several important features.

A rule of the thumb is that any data that has value and needs to be preserved for business or technical or other requirements should have a backup.

In Today IT software and hardware industry complexity grows by each day.

Consistent backup of containers was always challenging in Kubernetes deployments.

Prometheus made a huge change in monitoring architecture years ago when it introduced a decoupled alert notification engine as a separate program named Alertamanger.

Kubernetes operators from the beginning of their existence were made to be as flexible as possible to cover all user cases that were not possible to achieve with builtin Kubernetes objects.

The central business area is the monetary policy of the Eurosystem.

QualityMinds - IT company which offers services in the field of quality assurance, software development and consulting.