Operations | Monitoring | ITSM | DevOps | Cloud

Every development team has a workflow. But if it’s not standardized, it’s quietly draining time, energy, and productivity—without you even realizing it. A lack of consistent processes in branching, PRs, code reviews, and deployments doesn’t just create friction—it’s a silent tax on your entire team. And the cost? Easily 20+ hours per developer per month spent fixing avoidable issues instead of shipping great code.

The recent introduction of the DeepSeek R1 (DeepSeek) Large Language Model (LLM) has shaken up the AI landscape, suggesting that new low-cost and open-sourced providers could enter the market. This disruption creates huge opportunities for service providers to drive innovation and for their vendors and suppliers to enhance or innovate in economically feasible ways.

As software grows ever more complex, the growing trend of Internal Development Platforms (IDPs) is becoming undeniable. It doesn't matter if you are the next AI super company or a small tech startup—if you are building software, you should consider having a repeatable set of practices and tooling in place to remove developer friction and supercharge operations. IDPs can be used to solve a number of issues, from context switching and lack of collaboration to lack of visibility and security risks.

Network automation platforms have many self-evident benefits. They empower NetOps teams to accomplish a lot more in a lot less time. More specifically, network engineers can automate simple tasks so that they can focus on more important, big-picture objectives. These platforms can streamline multiple processes before uniting them into a single, seamless flow.

Nginx is widely known for its high performance and reliability. However, just like any software running in production, it requires continuous monitoring to ensure smooth operation. Issues such as high latency, unexpected crashes, or overwhelming traffic spikes can lead to performance degradation or even complete outages. Therefore, implementing a robust monitoring strategy is crucial to maintaining the health and stability of your Nginx deployment.

If you’re reading this, chances are you’re already familiar with OpenTelemetry (OTel)—the open-source standard for collecting observability data. But what about OpenTelemetry agents? How do they work, and why do they matter? This guide unpacks everything you need to know about OTel agents—where they fit in your stack, how to set them up, and common pitfalls to watch out for. Let’s get into it.

OpenTelemetry is the go-to open-source standard for observability, but when it comes to tracking frontend performance and user interactions, things get a little tricky. Unlike backend services, browsers introduce challenges like CORS restrictions, asynchronous execution, and limited access to certain telemetry data. This guide covers everything you need to know about using OpenTelemetry in the browser, from setup to best practices, advanced configurations, and real-world debugging techniques.

Aerospike is a high-performance, real-time NoSQL database built for speed, scale, and low-latency transactions—think millions of reads/writes per second without breaking a sweat. When you're dealing with high-throughput applications, keeping an eye on Aerospike’s performance isn't just a good idea—it's mission-critical to avoid bottlenecks, connection issues, or unexpected slowdowns.

These two types of peering relationship may seem similar at first glance, but there are a few considerations you should make to get the most out of your connection to an IX. When you join an internet exchange, the first thing you’ll need to do after physically connecting is establish some BGP sessions in order to get traffic flowing and to start enjoying the benefits of peering at an IX.