Operations | Monitoring | ITSM | DevOps | Cloud

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 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.

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.

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.

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.

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.

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.