Operations | Monitoring | ITSM | DevOps | Cloud

Benchmarking the environment of a new network is a crucial part of ensuring its success when it goes live. This includes stress testing and generating traffic on existing networks, both of which help you to identify any potentially flawed or vulnerable areas—for example, drops in connection and packet loss. As we know, network traffic is critical to the success of a business, as it determines how data flows and how effectively your applications interact.

We are in mid-2025, and teams across industries are rolling out large language models, or LLMs, to power everything from conversational agents to document understanding. However, getting them to run smoothly in production… That’s still a challenge. A working model isn’t just about putting it in a container and tossing it into a Kubernetes cluster.

Researchers at Trend Micro have uncovered a critical unauthenticated remote code execution (RCE) vulnerability affecting Langflow versions prior to 1.3.0. Langflow is a Python-based visual framework for building AI applications and boasts over 70,000 stars on GitHub and over 21,000 global weekly downloads from the public PyPI upstream. Source: Cloudsmith Navigator Versions released before 1.3.0 contain a serious flaw in the code validation logic, which allows arbitrary code execution.

AI agents are undoubtedly exciting. What company would turn down the opportunity to use an intelligent bot that can make decisions, perform complex tasks, and take on the tedious work employees would normally have to deal with? On paper, AI agents sound like tremendous time and money-savers. The reality, however, is a bit different from the fantasy.

Hyperview stands out with its transparent and flexible subscription-based pricing. Being a cloud-based solution, it eliminates hefty upfront costs often associated with traditional DCIM software. Updates and upgrades are rolled out seamlessly with zero downtime, and there are no hidden fees, making it highly budget-friendly for businesses looking to control long-term costs.

As developers, we often fall into common pitfalls that impact the performance, security, and scalability of our applications. From neglecting data validation to overengineering, and from ignoring async/await to mishandling resource disposal, even experienced C# developers can make these mistakes. In this post, I've gathered some of the most frequent issues developers encounter in C# and how to avoid them with practical solutions.

In a traditional IT environment, the service catalog has long functioned as a directory—an online menu of things users can ask IT for. Need a new laptop? Submit a ticket. Need Salesforce access? File a request. Every need, every problem, every question gets funneled into a form, queued up for manual processing, and eventually (and hopefully) resolved. But this static, ticket-heavy model can’t keep up with the pace of business today. Employees expect seamless, self-service experiences.

AIOps platforms have gained traction because teams are dealing with more alerts, data, and monitoring tools than they can realistically manage. The goal isn’t to replace people, but to reduce the manual work that comes with sorting through alerts, figuring out what’s actually wrong, and figuring out who should respond. Some tools focus on event correlation. Others lean into automation, anomaly detection, or service-level visibility.

Time series data, such as IoT sensor readings or stock market ticks, flow in fast, often at a rate of millions of points per second. Querying this data, especially years of historical records, can be slow and painful if using a nonspecialized database rather than a time series database like InfluxDB.

If your users are spread across the globe but your servers are sitting in Virginia, you’ll probably hear complaints about slow load times, especially from places like Australia. CDNs fix this by caching static assets closer to where your users are. Azure CDN does exactly that, and it fits well if you're already using Azure services. You can hook it up to Blob Storage, App Services, or your origin. This guide covers how to set it up, what to expect, and how to know it’s working.