Micrometer: The Gold Standard in Observability

Michelle Sebek
4 min readJan 30, 2024

In the dynamic realm of observability tools, one name stands out as the unspoken gold standard with the ability to guide developers through the intricacies of monitoring and data collection. Let’s look at the heart of open-source technologies and uncover the essence of a tool that has become the industry’s beacon of excellence.

The general availability conundrum

One commonly touted phrase in the software development world is “generally available” or GA. Micrometer considers a release version GA and certifies each GA release as production-ready when all parts of it are verified and fully tested internally and within the community. Micrometer is a proven framework with seven years of commitment to stability and reliability, which has resulted in a mature platform and active maintenance that makes it a standout choice for developers seeking a trustworthy solution.

Release cadence: Less is more

In the race for frequent releases, Micrometer takes a measured approach with a release cadence that ensures a manageable process for the adoption of new features. This not only allows teams to stay focused on their projects, it also minimizes team disruption. With two minor releases annually, and monthly patch releases, developers benefit from a steady pace of updates without the chaos of constant change and keeps users free of bugs and security issues.

Developers need tools that evolve and adapt seamlessly in a changing software environment. Micrometer, with its impressive GitHub presence, has proven its reliability over the years with stars and with forks and user acceptance. The stability and maturity embodied in Micrometer and its predecessor, Spring Cloud Sleuth, demonstrate a commitment to longevity and resilience.

Agent Instrumentation: A closer look

Delving into the nuanced landscape of agent-based Instrumentation, a closer examination reveals a commitment to providing a seamless experience, particularly within the realm of native images. At the forefront of this endeavor is Micrometer, which implements with handles instrumentation as the first-class citizen of the codebase without utilizing an agent. The collaborative ethos extends to working closely with various projects, fostering a preference for instrumentation integration directly into code. In addition to eliminating the need for reflection while ensuring a more streamlined and efficient process, this strategic approach avoids agent-based instrumentation. As a result, Micrometer ensures that its instrumentation seamlessly aligns with native images, offering software developers a robust and reliable tool for optimizing project performance.

Different APIs for different signals

Micrometer’s Observation API offers a future-proof solution that allows developers to instrument code once and seamlessly incorporate new signals without code changes. While some frameworks claim to cover various signals like traces, metrics, and logs, Micrometer’s approach minimizes the manual effort required to adapt to new signals and provides a unified observability experience.

Freedom of Choice: A Micrometer advantage

As developers pursue greater flexibility, Micrometer’s observation, metrics, and tracing APIs offer a consolidated solution without vendor libraries lock-in. This freedom of choice is a crucial advantage because it ensures that you have the flexibility to adapt to evolving needs without the constraints imposed by vendors.

Micrometer’s approach to instrumentation, release cadence, and API design showcases a commitment to empowering developers, and has resulted in Micrometer’s leadership in stability, reliability, and flexibility in the observability landscape.

Learn more about how Micrometer can help you achieve dimensional metrics, unified observability, distributed tracing, and more at micrometer.io, and join a community that values stability and innovation without compromise for a brighter and more observant future.

About the Author

Michelle is a global product line marketing engineer for all things Spring. An accidental technologist who started with selling caller ID, she has worked in and around marketing and sales for a few decades launching new products, working with B2C, B2D, and B2B. Her first line of code was a few years back and she has been working with developers ever since. Michelle lives in the Pittsburgh region with her husband and two children. She loves to cook, entertain, lodge, travel, and binge-watch really bad TV. If you make her laugh, she will be your number one fan.

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Originally published at https://tanzu.vmware.com on January 30, 2024.

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