Operations | Monitoring | ITSM | DevOps | Cloud

In our previous post, we explored the urgent need for intelligent automation in network automation, specifically how the Model Context Protocol (MCP) enables AI agents to dynamically discover and interact with the necessary tools. But access to tools is only part of the equation. To truly operate autonomously in complex environments, agents need not only connectivity but also intelligence.

You have nested JSON in your logs. When you query body.event.type = "user_action", it fails. Here's why and how to fix it.

Managing multiple systems without centralized monitoring is like trying to watch security footage from 20 different screens simultaneously. You might catch some issues, but you'll inevitably miss critical problems until they explode into major incidents. If your team is struggling with scattered monitoring tools, delayed incident responses, or constant firefighting mode, it's time to evaluate whether you need a centralized monitoring solution. Here are the key warning signs to watch for.

Let’s bring that back. Today you’ll learn how to configure high availability for the OpenTelemetry Collector so you don’t lose telemetry during node failures, rolling upgrades, or traffic spikes. The guide covers both Docker and Kubernetes samples with hands-on demos of configs. But first, let’s lay some groundwork.

I’ve curated a list of 9 best IT alerting software and 3 open-source alternatives for you. Every tool on this list handles the core alerting functions you need: incident detection, fast alert delivery, clear escalation paths, and reliable incident logging. Since all these tools tick those boxes, I focused on what makes each tool special. You’ll find their unique features under “Standout Alerting Features of ” for each option.

Developers have long used profilers to diagnose performance bottlenecks and improve the efficiency of their code. But a modern version of profiling, continuous profiling, is quietly redefining what profiling is and what it can do. By running nonstop in production with very low overhead, continuous profilers give teams always-on visibility into how their code behaves in the real world.

We are delighted to share the exciting news that JFrog has earned the “Deployed on AWS” badge in AWS Marketplace, marking yet another milestone in our journey of innovation and collaboration with Amazon Web Services (AWS). This achievement underscores our commitment to providing cutting-edge solutions that leverage AWS’s robust infrastructure to enhance the user experience and drive efficiency.

Selecting the right Software License Management software (or Software License Management tool) can be tricky, but it’s a critical decision for any IT team. The right solution helps you stay compliant, cut unnecessary costs, and gain full control over your software usage — all key goals of effective Software License Management. To make the decision easier, we’ve compiled a list of 10 top Software License Management tools to help you find the best fit for your organization.

It was around mid-2023 that I realized, despite working as a developer in the field, my knowledge of embedded systems needed a significant refresh. It was time to revisit some of the fundamentals and catch up on the latest technologies and best practices. As I began listing topics to review, I searched for existing embedded systems roadmaps online. However, none perfectly matched my specific learning goals.

Caching is great! When it works… When it fails, it puts a big load on your backend, resulting in either a self-inflicted DoS, increased server bills, or both. This article is inspired by a real-world incident that happened to npm back in 2016. In the next part, Ben recounts his personal experience responding to the incident while working at npm.