Operations | Monitoring | ITSM | DevOps | Cloud

Top tips: How to be a beginner again

Top tips is a weekly column where we highlight what’s trending in the tech world and list ways to explore these trends. This week, we're talking about what it really means to start fresh, stay curious, and make space to be a beginner again—even when your calendar’s packed. If your calendar is crammed with back-to-back meetings, messages that never stop, and deadlines breathing down your neck, you're not alone.

Automate the removal of agents with Opslogix Lifecycle Management Pack

Automate the removal of agents with Opslogix Lifecycle Management Pack Lifecycle Management is something that falls behind in many SCOM environments. It is common for organizations to reach out to us for help with manually removing agents when servers are no longer in use. To decrease the manual tasks and automate the removal of agents, we created the Opslogix Lifecycle Management Pack.

How APM Can Improve Your Digital Customer Experience?

When a customer taps a button, submits a form or waits for a page to load, they’re not thinking about your backend architecture, microservices, or CDN; they want it to work instantly. But when it doesn’t, the frustration is immediate. Maybe the app freezes. Maybe a checkout fails. Maybe the entire experience just feels laggy. And the worst part? They don't complain, they just leave the application.

Query and Analyze Logs Visually, Without Writing LogQL

It’s 2 AM. An incident’s in progress. Error rates are climbing. You jump into the logs, filter by service, adjust the time window… and now you need a LogQL query. You write one. It errors out. You fix the syntax, try again, only to realize you need a different filter or a new aggregation. Back to rewriting. By the time you’ve got the query right, you’ve already lost 10–15 minutes. The system is still broken, and you still don’t know why.

Trace Go Apps Using Runtime Tracing and OpenTelemetry

When your Go service hits 500ms latencies but CPU usage is flat, tracing gives you visibility into what the profiler misses. With 1–2% runtime overhead, Go’s built-in tracing tools help you: This makes it easier to debug performance regressions that don’t leave a clear footprint.

Introducing JFrog's MCP Server: Better vibes and easier AI automation

Good news! You no longer have to be a DevOps or JFrog expert to harness the power of the JFrog Software Supply Chain Platform. With the introduction of JFrog’s MCP Server, we’re making the JFrog Platform accessible to your favorite large language models (LLMs). Now, every developer can take advantage of the detailed security and package information available in JFrog, such as vulnerability data from the JFrog Catalog, without needing to context-switch.

Beyond Human: AI-Powered Network Operations for the Enterprise

AI doesn’t replace teams. It frees them. AI can be viewed as a digital twin, shouldering the manual load, eliminating low-value work and giving people their time back. In network operations, where every second counts and pressure never lets up, AI becomes the way to rise above the pressing workload. The overwhelming workload isn’t due to teams being incapable, but more because they’re buried in busywork.

Cloud Storage Full? Try These Quick Fixes

Tired of getting cloud storage full messages? Having your account blocked because you’ve reached your storage limit can be frustrating, especially if you don’t know why your space is being occupied. To help you out, this article breaks down the fastest and simplest ways to clear space on your cloud account, from removing hidden junk to optimizing your settings.

Elasticsearch is a recommended vector database in the NVIDIA Enterprise AI Factory validated design

Elastic now integrates with the NVIDIA Enterprise AI Factory validated design to provide users with a recommended vector database for their on-premises AI Factories. The validated design provides enterprises with a framework for building and deploying AI Factories on-premises.