Operations | Monitoring | ITSM | DevOps | Cloud

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

Ansible Conditionals: Complete Guide to when Statements [2026]

Last updated: April 2026 Playbooks that run every task every time aren't really automation. They're scripts. Real playbooks make decisions: only restart a service when its config changed, only install a package on Debian hosts, only send an alert when a prior task failed. That decision-making comes from Ansible conditionals.

An introduction to the GitOps Catalog

One of the challenges teams face as their platforms grow is how to standardize what gets deployed without slowing teams down. The GitOps Catalog from Konstruct is designed to solve this by providing a consistent way to distribute reusable infrastructure modules, application components, and full environment stacks across clusters. At a glance, it looks like a templating system.

Balancing DevOps Speed and Cybersecurity: Where Risks Arise

In modern development, speed is one of the primary competitive advantages. Teams release new versions daily, infrastructure is deployed in minutes, and the pipeline from commit to production keeps getting shorter. This creates real business value - but it is also an area where security risks quietly accumulate. The problem is not that DevOps teams ignore security. More often, they are forced to choose between speed and thorough validation. And this choice, made dozens of times each week, gradually builds up security technical debt that sooner or later turns into a real incident.

Replace API Synthetics with Traffic Replay

The alert fires at 2 AM. Your observability platform’s synthetic test just failed. Login is broken. So you open your laptop, pull up the dashboard, and stare at a single red dot: the browser test. You know the problem is somewhere in the stack, but not where. Is it the auth service? The token validator? The user profile API? The API gateway timing out? You’re now about to spend the next 45 minutes correlating traces, tailing logs, and manually hitting endpoints until you find it.

Why public sector teams are moving to sovereign cloud providers

Public sector organizations have long relied on global cloud providers to modernize infrastructure and scale digital services. However, priorities are shifting. Today, decisions are shaped not just by cost or performance, but by where data is stored, who controls it, and how it is governed. Increasing regulatory pressure, geopolitical uncertainty, and rising expectations around data privacy are all driving this change.

Dark Code: The AI-Generated Software Nobody Understands

The biggest risk to your product isn’t AI-generated code that doesn’t work. It’s generated code that seems fine. AI doesn’t optimize for correctness. It creates something passable. Something that passes the smell test. And when everybody in the industry is pushed to move faster and do more with less, you end up shipping software that looks correct. It passed your quick visual check. It passed all the tests. But no one ever fully understood it.

The Complete Guide to Feature Testing for Modern DevOps Teams | Harness Blog

Today’s teams are challenged to ship fast without breaking things. Traditional deployment strategies tie every code change directly to user exposure, forcing teams to trade velocity for safety and live with stressful, all-or-nothing releases. Feature testing changes that. In modern DevOps, you don't have to cross your fingers during a big-bang rollout.