Operations | Monitoring | ITSM | DevOps | Cloud

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

The CFO's Guide To Accurate Cost Allocation

Every finance team knows this pain. The cloud bill continues to grow, but the numbers don’t quite add up. Engineering swears their usage reports are accurate. But when you ask, “Which product or customer drove last month’s 18% cost increase?” things go quiet. That silence usually means one thing. Inaccurate cost allocation. Native cloud cost allocation tools from AWS, Azure, and Google Cloud can help. However, they often stop at the average this or average that layer.

How FOCUS Is Shaping The Next Era Of Cloud Cost Optimization

SaaS, AI, and technology spending today looks like a more intense version of how it was a decade ago when everyone first migrated to the cloud. The mentality was and, at some companies, still is to build build build and worry about controlling expenditures and optimizing costs later. We’re seeing astronomical amounts of money being raised by brand-new AI businesses that barely even existed a couple of years ago. More than $145 billion has been raised for U.S.
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Avantra + Ansible: Better Together for Enterprise SAP Automation

Enterprises trust Ansible for fast, reliable infrastructure automation, including terraform for automated cloud provisioning. Many organizations using Ansible leverage Ansible SAP playbooks for SAP infrastructure automation. Avantra extends the scope of SAP operations using Ansible, adding observability, ITSM and ALM solution integration, and orchestration across the SAP estate. Avantra and Ansible together provide a closed-loop solution where monitoring, automation and proof of outcome live in one place across on-premise, hyperscaler and private cloud ERP implementations.

Settle Your QA Debt Before the Bugs Start Breaking Kneecaps

In Part One, we discussed how QA debt builds silently over time — causing slower releases, late-night firefights, and unpredictable test cycles. The next step is understanding how much debt you have and where it hides. This post goes deeper into measuring QA debt — what to track, how to collect data, and how to use those insights to create a sustainable plan for improvement.

How Cortex brings visibility, governance, and self-service to Kubernetes operations

Platform teams handle cluster provisioning manually because it requires oversight. A product team needs a cluster, so they submit a request. Someone reviews the configuration, provisions it through the cloud provider, waits for it to spin up, and sends back access details. Two days later, the cluster is ready. The delay is intentional. Without review, teams provision oversized clusters that blow budgets, misconfigure networking, or deploy in the wrong regions.

The hidden costs of "free" cloud credits: A wake-up call for businesses

To read the full findings from this research, visit our whitepaper "Decoding Cloud Credits" by clicking here. The allure of "free" cloud credits can be tempting, but beneath the surface lies a complex web of risks and consequences that can ultimately lock businesses into costly and restrictive cloud ecosystems. Our latest whitepaper, "Decoding Cloud Credits", explores the true costs of these promotional offers and the implications for businesses.

Integration & Data Ingestion: Strengthening AIOps Observability

Large enterprises face the challenge of managing high-volume, very diverse data streams that span both legacy and modern, digital systems and applications. To gain timely, accurate insight across this kind of complexity, IT teams need observability platforms that can do more than just monitor - they must also unify, contextualize and enrich data so teams can act effectively to protect the availability of the services their customers rely on.

Disaster Recovery: Everything You Need to Know

With increasing cyberattacks and cloud outages, maintaining system resilience is critical. A robust Disaster Recovery (DR) strategy enables teams to prepare for unexpected events. It makes sure they can recover critical systems and data with minimal disruption. This blog will cover what disaster recovery is, why it matters, and the key components of an effective Disaster Recovery Plan. We’ll also walk through the steps for creating your own strategy.

How Git Worktrees Fix Context Switching in Your Workflow

Git worktrees let developers work on multiple branches simultaneously without stashing or losing context. Learn how to use Git worktrees to handle parallel development, urgent hotfixes, and code reviews without the single-threaded pain of constant branch switching. In this tutorial, GitKraken Senior Product Director Justin Roberts shows you how to set up Git worktrees using both the command line and GitKraken Desktop. You'll see real-world examples including handling critical bugs, reviewing pull requests without disrupting your current work, and managing multiple feature branches at once.

Validate CDC data in your CI/CD pipeline using CircleCI

Change Data Capture (CDC) is a technique used to identify and capture changes, such as inserts, updates, and deletes, in a source database so they can be replicated to another system in real-time. This approach is crucial in modern data pipelines, especially for powering data lakes, analytics platforms, and event-driven applications that depend on up-to-date information. Setting up a CDC pipeline is only the first step.