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

How the Data Center is Evolving in 2026

From status facilities to distributed platforms, we take a practical look at the data center trends shaping 2026 so far. In 2026, data centers are crossing a tipping point. What were once emerging trends—software-defined infrastructure, AI-driven operations, sustainability constraints, and edge expansion—are now widespread reality, shaping real-world designs and buying decisions.

Is Website Hosting Worth It for New Businesses? Security, Risks & Performance

For many new businesses, building an online presence is no longer optional-it is essential. Whether you are offering products, services, or information, a website helps establish credibility and reach a wider audience. In competitive markets like Singapore, having a reliable website can make a significant difference in how customers perceive your brand. However, one common question among startups is whether investing in website hosting is truly necessary. Concerns about cost, security, and technical complexity often lead businesses to delay or overlook this decision.

FastAPI Testing: Mock LLM APIs for Free

Testing a FastAPI app that calls OpenAI, Anthropic, or Gemini gets expensive fast. The problem is not just the API bill in production. It is all the repeated traffic in development: prompt tweaks, CI runs, regression checks, and the load tests you keep putting off because every run burns tokens. Hand-written mocks do not help much once the app is doing multi-step LLM work.

NVIDIA's Jensen Huang just described your next big cost problem

On March 18, Jensen Huang took the stage at NVIDIA’s GTC conference in San Jose for a keynote that ran well over two hours — covering everything from CUDA’s 20-year history to humanoid robots that may one day wander Disneyland. But buried inside the spectacle was a remarkably clear-eyed articulation of the economic forces now bearing down on every enterprise that builds on cloud infrastructure.

Certificate distribution is the last mile nobody solved

Certbot is good software in the classic Linux tradition: it does one thing simply and expects you to chain it together with everything else. One server, one certificate, done. The trouble is that most environments are not simple. And the moment yours isn’t, you discover that renewing a certificate and getting it deployed are two different problems, and deployment is your problem.

Why AI Driven Automation Can't Wait

Operators today are navigating unprecedented complexity—rising costs, accelerating customer expectations, and increasingly dynamic networks. In this recent video interview, my colleague Kevin Wade and I explore why AI‑driven automation has shifted from a “nice‑to‑have” technology to a core business requirement for telecom operators and beyond.

Hot code burns: the supply chain case for letting your containers cool before you ship

In September 2025, dozens of popular JavaScript packages, like chalk and debug, were compromised on the npm registry. These packages are so ubiquitous they end up in everything: front-end apps, back-end microservices, and CI tooling. Developers didn’t do anything wrong, they just ran the same command they always do: npm install chalk. But then the malware arrived silently. This wasn’t a bug in an operating system. It wasn’t a virus on someone’s laptop.

What is Virtana Application Observability and how is it different?

Application Observability, Built for Hybrid Reality Modern applications don’t live in one place. A single transaction might span: Traditional APM shows you the trace. But hybrid reality doesn’t stop at the service layer. True application observability ties transactions to the infrastructure that actually delivered them across cloud, on-prem, and everything in between. Because in hybrid environments, the root cause rarely lives in just one tier.

Introducing hosted control planes on Konstruct

For seven years, I've watched the same pattern. An organization decides it needs a platform and assigns two of its best engineers. They estimate it will take three months, but eighteen months later, they're still integrating ArgoCD with their secrets manager, still debugging Crossplane providers, and still arguing about how to structure the GitOps repo. What’s happened is they’ve built something that works for one team and can't be repeated for a second.

New Redgate Flyway GitHub Actions: Faster setup, safer deployments

This is a guest post from Stephanie Herr. If your team uses GitHub Actions to ship application code, you've probably wished your database changes could move through the same pipeline just as smoothly. Today, that's easier than ever. We've launched verified Redgate Flyway GitHub Actions on the GitHub Marketplace, giving you a simple, reliable way to integrate database deployments into your existing GitHub workflows.