Modern applications are becoming increasingly distributed. A single user request may pass through an API gateway, Kubernetes cluster, database, microservice, cache, message queue, and third-party service before a response reaches the user. When something goes wrong, traditional monitoring may tell you that latency is high, CPU usage has increased, or an API is returning errors. But it may not immediately explain why. This is where SigNoz observability becomes useful. SigNoz brings metrics, logs, traces, exceptions, dashboards, and alerts into a unified observability environment. When combined with OpenTelemetry, it helps DevOps and SRE teams understand application behavior across distributed environments. What Is SigNoz Observability? SigNoz is an open-source observability platform designed to help engineering teams monitor and troubleshoot applications and infrastructure. Instead of looking at metrics, logs, and traces separately, SigNoz…