Operations | Monitoring | ITSM | DevOps | Cloud

WireMock alternatives: pick the one that fits your problem

Picture this. You’re standing up a new service. Cursor or Claude Code wrote most of the controller, and it calls a payment API your team doesn’t own. Now you need tests. The agent is gamely inventing the response shape from whatever OpenAPI doc you fed it (which is a year stale), and the WireMock stubs it just generated are guesses dressed up as JSON. Three weeks later production breaks, the test suite was green the whole time, and nobody knows where to start looking.

Decoding design: How design and engineering thrive together in open source

Open source thrives on engineering-driven processes. Fast feedback loops, terminal tools, Git workflows: they’re the lifeblood of how we build software in the open. But for software to truly excel, we need to create user experiences that empower people to use them. I wanted to bring this conversation into the spotlight as part of Canonical’s Open Design initiatives. What better way than at FOSS Backstage 2026 Berlin?

A Runnable Reference Architecture for Industrial IoT on InfluxDB 3

Industrial teams keep telling us the same thing: the data is there, but the stack to act on it isn’t. PLCs, CNCs, SCADA systems, vibration sensors, and quality stations all generate high-frequency telemetry that gets stranded in proprietary historians or stitched together with point integrations nobody wants to own. By the time anyone looks at it, the moment to act has passed.

The New Agentic AI Job Roles IT Leaders Need

CIOs are under pressure from every direction. Budgets remain tight, geopolitical uncertainty is forcing organizations to rethink resilience, and workforce expectations continue to evolve. At the same time, AI is accelerating a broader shift across enterprise IT – changing not only how organizations operate, but also the skills and roles they will increasingly depend on. The question is not whether AI will reshape IT teams, but how quickly organizations can adapt to these new ways of working.

We Tested 22 AI Translation Models on the Same Text: What the Results Reveal About Single-Model Risk in 2026

Every AI tool in your operations stack makes decisions. Code generation, incident summarization, runbook drafting, alert triage. If the underlying model is wrong, that decision is wrong. Most ops teams understand this risk at an abstract level. Fewer have looked at what the data actually shows when you put multiple AI models against the same task simultaneously.

How to Improve Communication Skills for Job Interviews (2026 Guide)

Communication is one of the most important parts of any job interview. Your skills matter, but how you explain and demonstrate them matters even more. Interviewers pay attention to how clearly and confident you speak and how you structure your answers. This often decides the outcome and creates the right impression more than technical skills alone. The good news is that communication is not something you are born with. It is a skill you can build with practice.

How Real-Time Underwriting Is Reshaping Insurance Operations

Real-time underwriting is reshaping insurance by turning long waits into near-instant decisions. Have you ever wondered why some policies now get approved in minutes instead of weeks? The secret is a new wave of automated data tools that check health records and verify identity the moment someone applies. In this article, you'll learn how insurers are using these systems to speed up approvals, reduce costs, and create a smoother experience for applicants. This is where modern insurance is heading and why it matters to anyone seeking coverage.

Non-Dom Tax Regimes in Europe: Greece, Italy, Cyprus, and Malta

Greece, Italy, Cyprus, and Malta offer some of the most attractive Non-Dom tax regimes in Europe. These programs allow foreign residents to legally reduce or fix taxes on foreign-sourced income while obtaining EU residency status at the same time. Here is an overview of the four leading European Non-Dom regimes in 2026 and the key differences between them. All residency processing timelines mentioned in this article are approximate. Actual processing times depend on individual circumstances, document verification procedures, and the current workload of immigration authorities.

Mobile Gaming Trade Trends That Are Exploding Worldwide

Mobile gaming has developed far beyond just being a source of casual entertainment. It is now a world wide scene for the exchange of goods, and even for the possibility of making a profit through trading and investing. The number of players who use these platforms on a daily basis is in the millions. Platforms, therefore, have to constantly upgrade their various trading features to become better, faster, and more secure. We shall discover what the most popular trends are in the moment in mobile gaming trade market worldwide.