Operations | Monitoring | ITSM | DevOps | Cloud

In this article, we will use OpenTelemetry to instrument a sample Flask app for traces. Flask is one of the most popular web application frameworks of Python. It consists of Werkzeug WSGI toolkit and Jinja2 template engine. Instrumentation is the biggest challenge engineering teams face when starting out with monitoring their application performance. OpenTelemetry is the leading open-source standard that is solving the problem of instrumentation.

In the age of digital acceleration, application performance monitoring (APM) acts as a sentinel, empowering organizations to maintain, analyze, and optimize the health of their digital ecosystems. However, as organizations navigate the intricacies of distributed architectures, hybrid cloud deployments, and dynamic workloads, they confront a complex terrain marked by data proliferation, siloed environments, and a scarcity of skilled personnel.

The Citrix Ready team recently recorded a podcast with eG Innovations for their Tech Fusion podcast series. Hosted by Neil C. Hughes from The Tech Blog Writer, Wendy Howard from eG Innovations’ pre-sales, and Manjunatha Gali from Citrix Ready discussed how eG Enterprise enhances and goes beyond native Citrix monitoring tools with its unique observability and automation features. You can listen to the podcast: They covered a wide range of topics, including.

ELK is the acronym Elasticsearch, Logstash, and Kibana, and combined, it is one of the most popular log analytics tools. Elastic changed the license of Elasticsearch and Kibana from the fully open Apache 2 license to a proprietary dual license. The ELK stack is also hard to manage at scale. SigNoz can be used as a lightweight alternative to the ELK stack.

It is an unsettling time for many of our partners and customers, particularly those leveraging VMware technologies such as VDI and server virtualization, with uncertainty of Broadcom’s plans after their recent acquisition of VMware and likely changes to licensing costs, SKUs, product availability and so on.

In today’s digital era, where applications are the lifeline of many businesses, the importance of monitoring and observing their performance is undeniable. It’s not just about keeping systems up; it’s about understanding how applications behave and ensuring they meet the ever-growing expectations of users. Let’s take a look at six best practices in application performance monitoring that organizations can implement to set themselves up for success.

DataDog is a paid SaaS tool that provides a range of products for monitoring applications and tech infrastructure. While CloudWatch is an Amazon Web Services product that monitors applications running on AWS infrastructure, or using AWS services.

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.