Operations | Monitoring | ITSM | DevOps | Cloud

So, you've embraced OpenTelemetry, and it's been great. Pat, Pat. That single, vendor-neutral pipeline for your traces, metrics, and logs felt like the future. But now, the future is getting bigger. That simple OTel Collector configuration that worked perfectly for a few services is starting to show its limits as you scale. The data volume is climbing, reliability is becoming a concern, and you're wondering if that single collector instance is now a bottleneck waiting to happen.

In late 2023, Amazon introduced the ability to deliver AppStream 2.0 using Microsoft Windows Server OS rather than the desktop of the OS. This feature enables IT admins to host multiple end-user sessions on a single AppStream 2.0 instance, helping to make better use of instance resources.

Golang (Go) applications are known for their high performance, concurrency model, and efficient resource use, making Go an easy choice for building modern distributed systems. But just because your Go application is built for speed doesn't mean it's running perfectly in production. When things go wrong, just checking if your service is "UP" isn't enough.

Django is a popular open-source "batteries-included" Python web framework that enables rapid development while taking out much of the hassle from routine web development. By providing pre-built components like ORM integrations, authentication/authorization systems and more, it enables developers to focus on business logic and iterate fast. As such, developers and organizations worldwide use Django to build web apps of varying complexities.

Observability used to be a fragmented mess. You had one agent for logs, a different library for metrics, and a proprietary SDK for distributed tracing. If you wanted to switch vendors, you had to rewrite your instrumentation code from scratch. OpenTelemetry (OTel) fixed this. It has become the second most active project in the CNCF (Cloud Native Computing Foundation), right behind Kubernetes.