Operations | Monitoring | ITSM | DevOps | Cloud

Enterprise Spring Boot APIs should be tested at three levels: unit tests for business logic, integration tests for external service behavior, and traffic replay for production edge cases. Most teams only do the first. This guide shows all three using a real Spring Boot application that calls external APIs (SpaceX, US Treasury) with JWT authentication. The kind of service that looks simple in development and breaks in production.

February brought powerful new improvements to StatusGator – from better status page analytics and expanded API capabilities to smarter incident detection. We also published our latest Early Warning Signals report, highlighting major outages we detected before providers acknowledged them. Here’s everything that’s new.

On March 2, 2026, Claude experienced a widespread service disruption that affected users across North America, Europe, Asia, and Australia. The outage quickly drew significant media attention, with numerous technology news outlets reporting on user frustration and downtime. In the early hours of the incident, some commentators speculated that the disruption may have been caused by a sudden influx of new users migrating from OpenAI. However, there is no public evidence confirming that theory.

SAP operations teams are drowning. Every day is a battle against alert fatigue, complex root causes, and repetitive firefighting. And while vendor spin will tell you that moving to the cloud or adopting SAP RISE magically simplifies everything, the reality on the ground is entirely different. We call it the Hybrid Cloud Paradox: Different providers might own different parts of your critical business landscape, but you still own the business risk.

Data sovereignty refers to the principle that data is subject to the laws and governance of the country in which it is stored or processed. Put simply: where your data lives determines who has jurisdiction over it. This isn’t a new concept, but the urgency around it has intensified significantly. The geopolitical climate has pushed governments to treat data infrastructure as a strategic national asset. The EU has GDPR with strict cross-border transfer restrictions.

Today we’re announcing the CloudZero Claude Code Plugin, a new capability that puts CloudZero’s full cost intelligence model directly inside Claude Code, where engineers and technical FinOps practitioners already work. The plugin connects a Model Context Protocol (MCP) server and nine pre-packaged investigation skills to CloudZero’s cost data, covering cloud and AI spend across AWS, GCP, Azure, Snowflake, MongoDB, OpenAI, Anthropic, and more.

A competitor quietly slashes their prices, and the sales team doesn’t find out until deals start falling through. A rogue plugin update changes the homepage headline to something nobody approved. These scenarios play out constantly for brands without visibility into what’s happening on their own websites and their competitors’ sites. Website change monitoring provides that visibility through automated tracking and alerts, turning potential blind spots into strategic advantages.

Software Engineering is once again being forced to evolve. We are entering the era of infinite code where the cost of writing code tends to zero. The data tells us that companies are only moving 20% faster than when humans wrote code by hand. We’re writing orders of magnitude more code than ever, yet our processes are barely keeping up with what we had before. The chaos and complexity is only being amplified by this new shift in how we work as developers.

February was all about making OnlineOrNot better for dev teams. I shipped audit logs for teams, added support for two-factor authentication and passkeys, unified the webhooks system across uptime checks, heartbeats, and status pages, and made it possible to connect multiple Discord channels.