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The latest News and Information on Observabilty for complex systems and related technologies.

Understanding Observability, Monitoring, and Telemetry Differences

In the area of IT infrastructure management, three terms often surface: observability, monitoring, and telemetry. These concepts, while interconnected, each play a unique role in maintaining system health and performance. Observability, monitoring, and telemetry form the backbone of any robust IT environment. Yet, their differences and interrelations can sometimes blur, leading to confusion. This article aims to demystify these terms, providing clarity on their distinct roles and how they work together.

Open source log management tools in 2025

Log management tools provide visibility into the performance and behavior of systems, applications, networks, and infrastructure components. By collecting and analyzing logs, you can monitor for anomalies, track trends, and identify potential issues before they escalate. Choosing the right log management solution requires careful consideration of several factors to ensure that it meets your specific needs and goals. Here are the most popular open source log management tools to help you choose.

Microservices Aren't the Goal: What we Check Before Splitting a Monolith

Most "we should move to microservices" conversations start as architecture debates, but they're almost always driven by operational pain. Releases feel fragile. Incidents take longer to diagnose. Scaling one busy area means scaling everything. Coordination costs grow faster than the product. Over time, we've learned to treat microservices as a tool that you pick to remove a specific constraint, not as a badge of maturity. The most useful starting question is blunt: what outcome is the current architecture blocking today, and is distribution really the cheapest way to unlock it?

Top 6 Open-Source Jaeger Alternatives [comparison 2025]

Jaeger, a renowned distributed tracing system, has been a trusted companion for developers and operations teams seeking to unravel the complexities of microservices architectures. However, as the landscape continues to evolve, the time has come to explore Jaeger alternatives that offer distinct features and advantages.

The Evolution of Observability: From StatsD to OpenTelemetry and Beyond

Observability has evolved from simple system monitoring to a comprehensive discipline, blending metrics, logs, and traces into unified insights. Today, it is the backbone of modern infrastructure management and application performance optimization. As we move forward, the integration of AI and security into observability platforms is shaping the future, making them more proactive, intelligent, and robust.

Golang Monitoring using OpenTelemetry

When it comes to monitoring Golang applications, there are various tools and practices you can use to gain insights into your application's performance, resource usage, and potential issues. By using OpenTelemetry for monitoring in your Go applications, you can gain valuable insights into the behavior, performance, and resource utilization of your distributed systems, allowing you to troubleshoot issues, optimize performance, and improve the overall reliability of your software.

How Telemetry Pipelines Save Your Budget

This is an updated version of an earlier blog post to reflect current definitions of a telemetry pipeline and additional capabilities available in Mezmo Our recent blog post about observability pipelines highlighted how they centralize and enable telemetry data actionability. A key benefit of telemetry pipelines is users don't have to compare data sets manually or rely on batch processing to derive insights, which can be done directly while the data is in motion.