Operations | Monitoring | ITSM | DevOps | Cloud

Monitoring your FastAPI application with OpenTelemetry

FastAPI is a modern Python web framework based on standard Python type hints that makes it easy to build APIs. It's a relatively new framework, having been released in 2018 but has now been adopted by big companies like Uber, Netflix, and Microsoft. Using OpenTelemetry, you can monitor your FastAPI applications for performance by collecting telemetry signals like traces. FastAPI is one of the fastest Python web frameworks currently available and is really efficient when it comes to writing code.

The 4 Best Datadog Alternatives for 2024

If you work as a CTO, then you already know that having robust monitoring and analytical tools for your technology stack is a prerequisite to getting your job done right. Many companies that started off using Datadog discovered that it can become prohibitively expensive and complex when they needed to scale. As such, there are a lot of people out there currently seeking out alternatives.

Build and test LLM applications with AIConfig and CircleCI

The power of LLMs to solve real-world problems is undeniable, but unfortunately, in some cases, only theoretical. What’s stopping us from getting the most out of OpenAI’s text completion capabilities in production apps? One common problem is the inability to confidently guard against bad outputs in production the way we’re used to doing with non-AI test suites. Let’s go one step deeper. There is no equivalent of code coverage for an LLM.

Crossplane loves Kubernetes as much as we do... But, differently!

Kubernetes has emerged as the de facto orchestrator for deploying and managing containerized applications. Its versatility and robust ecosystem have paved the way for innovative tools that leverage its capabilities, extending its utility beyond mere container orchestration. Among these tools, Crossplane and Qovery stand out for their unique approaches to simplifying cloud resource management.
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Ensuring software quality with integration testing

Before the Raygun API limited release last year, we'd been consistently receiving requests for a public API for a long time, to provide a way for our customers to access their Raygun data programmatically. We're now proud to say we're providing a public API with a range of endpoints, but it took us a lot of planning and development to get here! In this post, I'd like to take you back to the beginning of development on our big API project. Specifically, I want to walk through the pivotal decisions we made around testing when we started development on the project, and how (and why) these have paid off.

Growth of Microsoft Dynamics 365 Business Central

Last year's Directions EMEA event for Microsoft Dynamics 365 partners, held in Lyon, has once again showcased the remarkable growth of Microsoft Dynamics 365 Business Central and its partner ecosystem. Microsoft and its partners are on a clear trajectory towards making Dynamics 365 Business Central the world's premier ERP solution for small and medium-sized businesses.