Operations | Monitoring | ITSM | DevOps | Cloud

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

Understanding Cloud Cost Elasticity: Aligning Spend With Value

In the cloud computing industry, we hear the word “scaling” a lot. We talk about scaling up resources to meet demand, scaling our teams, and scaling our platforms. What tends to get lost is whether your costs are scaling in proportion to the value you’re delivering. If those two metrics don’t move in tandem, it’s likely you’re leaving money on the table. It’s not enough to simply use the cloud.

Building Trust in AI-Powered Kubernetes Ops: Why "Good Enough" Is a Production Killer

The air in the operations world is thick with AI and LLMs. EVERY vendor is rushing to slap an “AI-powered” badge on their product. But here’s the uncomfortable truth: In high-stakes Kubernetes operations, one bad AI recommendation can destroy months of trust-building in an instant. We aren’t building a chatbot to suggest recipes. We are building systems that, armed with kubectl permissions, have the potential to take down production with a single, wrong command.

Cloud Cost Optimization Services Beyond Tools: Building A Sustainable Operating Model

If you’ve already worked through cloud cost optimization strategies, the fundamentals aren’t new. CloudZero’s State of Cloud Cost report shows that cloud cost optimization is now a priority for most organizations. We’ve also covered these foundations in depth, including how cloud cost optimization works in practice and how FinOps teams approach cost accountability. What’s less discussed is what happens next. Cloud environments don’t stand still. Architectures change.

Setting Up a Windows VM on Cycle

In the last few months we've made some changes to VMs that finally allow installing and running Windows on them. MS Paint on Cycle is finally a reality. To make Windows VMs work, we had to add a few things to the platform to support it. As always with Windows, there are some quirks, gotchas, and pain points. But in the guide below, I'll show you how we solved these issues in our recent platform update, and how to install and run a Windows Server 2025 VM on Cycle with full network connectivity.

How to Protect a Server from DDoS Attacks: 10 Practical Ways That Actually Work

DDoS attacks are no longer exotic weapons used only against banks, governments, or global tech giants. Today, a small online store, a SaaS startup, or even a personal blog running on a VPS can become a target. The barrier to launching an attack has dropped dramatically, while the damage such attacks can cause has only grown. Any server connected to the internet is exposed by default - the only real question is how prepared it is.

From Downtime to Stability: The Role of Managed IT in Modern Operations

Operational downtime has become one of the most expensive risks modern organizations face. A single system failure can halt workflows, expose security gaps, and drain revenue within hours. And as businesses in Long Beach & beyond grow more dependent on digital systems, the margin for IT failure keeps shrinking. Yet many operations teams still rely on reactive IT models, fixing issues only after they cause disruption.

The ROI of autonomous validation: How to unlock $1.8M in engineering value

Recently, we introduced autonomous validation as a new approach to CI/CD that brings adaptive, context-aware intelligence into the delivery pipeline. As AI increases both the volume and reach of code changes, teams are seeing more failures, longer queues, and rising maintenance costs. Traditional pipelines simply weren’t built for this level of velocity or variability.

Streamline Code Testing with Proxymock

Tired of complex setups and running out of memory just to test one component? Learn how to use Proxymock (a FREE tool) to solve your biggest testing headache: component isolation! This demo shows you how to record and mock interactions across a complex React, Golang, and PostgreSQL stack, allowing you to find bugs before they ever hit production. In This Demo: This strategy lets you easily isolate components, simulate customer behavior, and ensure quality with lightning-fast local testing.

How to Test Your React Frontend When the Backend Is Offline #speedscale #frontend #backend #coding

Software development is hard, especially when you have to ensure every component works together; it's an integration maze! And running a full stack (like React, Go, and Postgres) on your dev machine often means one thing: running out of memory! The Fix: We'll show you how to use Proxymock to record your components, effectively letting you run the frontend (or any component) completely isolated.