Operations | Monitoring | ITSM | DevOps | Cloud

The race to better AI-assisted observability has been a race for bigger and better models. But intelligence was never the real bottleneck. Structure and context were.

For years, vendor lock-in has been discussed as a theoretical risk. A concern to acknowledge in architecture reviews. A box to tick in compliance frameworks. A future problem that might need addressing. Our latest research reveals something more urgent. For UK organizations, lock-in isn't theoretical anymore. It's structural. It's measurable. And it's preventing organizations from acting on their own strategic priorities.

The CloudZero VS Code Extension 2.0 adds a sidebar that brings CostFormation namespace management directly into your editor, so you never have to break flow for a browser tab.

One of ActiveMQ's most powerful and underappreciated capabilities is its protocol polyglotism: a single broker can simultaneously accept Java JMS clients over OpenWire, Python services over AMQP, IoT sensors over MQTT, and Ruby scripts over STOMP, all routing messages between each other without protocol bridges or translation middleware.

The biggest cost in your business may not appear anywhere on your balance sheet because some of the most expensive problems are rarely measured directly. Lost productivity, recurring technology issues, underused applications, and the effort required to manage them all accumulate over time without ever appearing as a line item in a financial report.

When you work closely with Icinga Web 2, developing modules, building dashboards, poking around the internals, you naturally pick up on features that most users never think about. Some are usability improvements that deserve more attention than they get. Others are developer conveniences that turn out to be genuinely useful in the right user situation too. They’re just the kind of thing that rarely makes it into the getting-started guide. Not all of these will apply to your daily workflow.