Operations | Monitoring | ITSM | DevOps | Cloud

User experience (UX) has become a pivotal factor in influencing the success of a product. You've probably experienced it yourself by clicking away from a slow website or abandoning an app that just doesn't work right. For product owners, the difference between success and failure often comes down to how smoothly users can interact with your product. But here's the problem: Creating that seamless experience is tougher than it looks.

Cursor is fantastic at cranking out code changes. I recently used it to splice a brand-new downstream API call into one of our Go microservices, and the diff looked great. The unit tests finished before I lifted my coffee mug, yet I still had zero certainty the change would survive contact with real traffic. That gap is all about integration tests, so I paired Cursor with proxymock and the outerspace-go demo service to prove the behavior end to end.

November 18, 2025 — Cloudflare is back online after a sweeping global outage disrupted millions of people across the world. For several hours, websites, apps, APIs, and entire business operations were knocked offline. IT teams everywhere were once again scrambling to make sense of the chaos. Outages are no longer rare. Every week it feels like another provider takes down a huge portion of the internet.

It is no longer news that MariaDB 12 has officially landed, and it’s making waves across the database world. For over a decade, MariaDB has been the go-to open-source database for developers and businesses seeking a stable and innovative MySQL-compatible platform. This new release further enhances its value. MariaDB 12 delivers major performance upgrades, new features, and significant redesigns to enhance speed, scalability, and developers’ experience.

This blog is based on a presentation by Guillaume Moigneu at the Symfony 2024 conference. Machine learning and AI are no longer limited to Python and Node.js. PHP developers can now run AI models directly in their applications using modern tools and libraries. This guide shows you how to implement machine learning inference in PHP using ONNX and Transformers.

Node.js applications power millions of APIs, microservices, and real-time systems. But without proper monitoring, performance issues, memory leaks, and errors can go undetected until they impact users. This guide explains how to monitor Node.js applications in production, what metrics to track, and which tools deliver the best results.

Multi-agent AI systems are trending in the software development industry right now. These systems consist of a group of individual agents that collaborate to achieve a desired goal. They mimic real world teams and departments in how they are organized. In multi-agent AI systems, each agent is assigned a task that is required to achieve a final output.

Grafana 12.3 is here, delivering new features for interactive learning, deeper insights into logging data, and so much more. Overall, a big theme in the latest minor release is to make data exploration easier, faster, and more customizable. Grafana 12.3: Download now! Below are just some of the highlights from Grafana 12.3. If you want to explore all the latest updates, please refer to the changelog or our What’s New documentation, and be sure to check out the TL;DR video below.