https://signoz.io/tags/opentelemetry SigNoz is an open-source observability tool powered by OpenTelemetry. Get APM, logs, traces, metrics, exceptions, & alerts in a single tool. en-us hello@signoz.io (SigNoz Inc) hello@signoz.io (SigNoz Inc) Mon, 01 Jun 2026 00:00:00 GMT https://signoz.io/blog/what-is-opentelemetry https://signoz.io/blog/what-is-opentelemetry Confused by what is opentelemetry? We break down the basics of OTel, the Collector, and how to instrument your apps in our all-in-one OTel learning hub. Mon, 01 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/claude-code-monitoring-with-opentelemetry https://signoz.io/blog/claude-code-monitoring-with-opentelemetry Monitor Claude Code usage with OpenTelemetry and SigNoz. This blog walks you through implementing comprehensive observability for your Claude Code activity using OpenTelemetry and SigNoz. Tue, 19 May 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryClaude CodeSigNoz https://signoz.io/blog/claude-code-measure-degradation-opentelemetry https://signoz.io/blog/claude-code-measure-degradation-opentelemetry Developers report that Claude Code feels less productive over time, but anecdotes aren't actionable. Learn how to measure efficiency degradation using OpenTelemetry by tracking output-per-token ratios across commits, PRs, and lines of code to know for certain whether Claude Code is becoming less effective for your team. Tue, 19 May 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-logs https://signoz.io/blog/opentelemetry-logs Learn what OpenTelemetry logs are, how the OTel log data model works, and how to collect, process, correlate, and analyze logs with SigNoz. Tue, 05 May 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-django https://signoz.io/blog/opentelemetry-django Learn how to set up OpenTelemetry Django auto-instrumentation using opentelemetry-instrumentation-django to monitor traces, metrics, and logs. Mon, 27 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityPythonOpenTelemetrymonitoring https://signoz.io/blog/project-hail-mary-observability-setup-behind-an-observability-tool https://signoz.io/blog/project-hail-mary-observability-setup-behind-an-observability-tool How SigNoz rebuilt its internal observability system to monitor its own cloud platform, ingesting 21 billion metric points, 14 TB of logs, and 10 TB of traces every day across six regions. Tue, 21 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityOpenTelemetryEngineering https://signoz.io/blog/opentelemetry-fastapi https://signoz.io/blog/opentelemetry-fastapi Learn how to instrument FastAPI with OpenTelemetry for production-grade observability. Covers auto-instrumentation, programmatic setup, multi-worker deployments, structured logging, and sampling strategies. Tue, 21 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryFastAPIPython https://signoz.io/blog/opentelemetry-metrics-with-examples https://signoz.io/blog/opentelemetry-metrics-with-examples Learn what OpenTelemetry metrics are, how instruments like counters, gauges, and histograms work, and how to apply them with 5 practical custom metric examples for application monitoring. Sun, 19 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-processors https://signoz.io/blog/opentelemetry-processors OpenTelemetry processors are pipeline components that modify, enrich, filter, batch, and sample telemetry between receivers and exporters. Learn how they work, how ordering affects behavior, and which ones to start with in production. Mon, 13 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/n8n-monitoring-with-opentelemetry https://signoz.io/blog/n8n-monitoring-with-opentelemetry Monitor n8n usage with OpenTelemetry and SigNoz. This blog walks you through implementing observability for your n8n activity using OpenTelemetry and SigNoz. Fri, 10 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryn8nSigNoz https://signoz.io/blog/otel-receivers https://signoz.io/blog/otel-receivers OpenTelemetry receivers are the entry points that ingest telemetry into the OTel Collector. Learn how push and pull receivers differ, the main receiver categories, how to choose the right one, and production config examples. Wed, 08 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-spring-boot https://signoz.io/blog/opentelemetry-spring-boot Learn how to instrument a Spring Boot application with the OpenTelemetry Java agent, generate traces and metrics, and visualize them in SigNoz. Mon, 06 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJava https://signoz.io/blog/opentelemetry-docker https://signoz.io/blog/opentelemetry-docker Want to monitor your Docker container metrics with OpenTelemetry. Here’s the guide for you. Steps to monitor Docker container metrics with OpenTelemetry - 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Docker Container metrics 3. Send collected metrics to SigNoz... Mon, 06 Apr 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDocker https://signoz.io/blog/otel-collector-docker https://signoz.io/blog/otel-collector-docker Run the OpenTelemetry Collector in Docker Compose with a minimal config, validate it with telemetrygen, and send data to SigNoz. Wed, 25 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDocker https://signoz.io/blog/otel-native-by-design https://signoz.io/blog/otel-native-by-design Learn how to design an OTel-native backend that seamlessly exports logs, traces, and metrics to any observability stack via OTLP. Fri, 13 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryEngineering https://signoz.io/blog/opentelemetry-nextjs https://signoz.io/blog/opentelemetry-nextjs This in-depth guide walks you through how to instrument your Next.js application using OpenTelemetry. Learn how to collect traces, metrics, and logs—and send them to Jaeger or SigNoz for complete observability. Fri, 13 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSJavaScript https://signoz.io/blog/opentelemetry-rust https://signoz.io/blog/opentelemetry-rust A pragmatic guide to observability in Rust. Learn how to bridge OpenTelemetry with the tracing ecosystem to seamlessly export traces, logs, and metrics. Tue, 10 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryRust https://signoz.io/guides/what-is-api-latency https://signoz.io/guides/what-is-api-latency API latency is the time from request to first response byte. Learn how to measure it with percentiles, find what is causing it, and reduce it in production. Mon, 09 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) api-latencyopentelemetry https://signoz.io/guides/observability-maturity-model https://signoz.io/guides/observability-maturity-model Learn the 5 levels of observability maturity and how to progress through each stage using OpenTelemetry and observability backend. Includes self-assessment table and code examples. Thu, 05 Mar 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryobservability https://signoz.io/guides/activemq-monitoring https://signoz.io/guides/activemq-monitoring Learn how to monitor ActiveMQ Classic and Artemis using OpenTelemetry. This guide covers key metrics, JMX setup, dashboards, and alerts. Thu, 26 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryactivemq https://signoz.io/blog/clickstack-managed-pricing-compute-costs https://signoz.io/blog/clickstack-managed-pricing-compute-costs ClickStack's managed observability offering promises storage at less than $0.03/GB. But the cost driver that matters most, query compute, remains unpublished and unpredictable. We break down what's known, what's missing, and why it matters. Mon, 23 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) PricingOpenTelemetry https://signoz.io/guides/django-logging https://signoz.io/guides/django-logging Learn how to set up Django logging with built-in tools, customize formatters and handlers, and send logs to SigNoz using OpenTelemetry. Mon, 23 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) pythonopentelemetry https://signoz.io/blog/monitoring-openclaw-with-opentelemetry https://signoz.io/blog/monitoring-openclaw-with-opentelemetry Set up monitoring for your OpenClaw AI agent using the built-in diagnostics-otel plugin. This step-by-step guide covers traces, metrics, dashboards, and CLI configuration, no collector required. Sat, 21 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) openclawOpenTelemetry https://signoz.io/blog/opentelemetry-ui https://signoz.io/blog/opentelemetry-ui A good OpenTelemetry UI should make the most of the data collected by OpenTelemetry. If you’re using OpenTelemetry for collecting observability data, learn what’s possible in a good OpenTelemetry UI... Fri, 20 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/datadog-pricing https://signoz.io/blog/datadog-pricing Datadog is a powerful observability platform, but its complex pricing model often leads to surprise bills. Learn about the key pricing caveats, breakdown of core costs, and why SigNoz offers a simpler, more transparent alternative built on OpenTelemetry. Thu, 19 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) datadogPricingObservabilitySigNozOpenTelemetry https://signoz.io/blog/saving-money-with-sampling-strategies https://signoz.io/blog/saving-money-with-sampling-strategies Explore five lesser-known trace sampling strategies beyond head and tail-based sampling that can help you reduce observability costs while maintaining visibility. Tue, 17 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservabilitySamplingCost Optimization https://signoz.io/blog/opentelemetry-demo https://signoz.io/blog/opentelemetry-demo OpenTelemetry Demo Application is a sample application that demonstrates how to use OpenTelemetry to instrument an application and send telemetry data to a backend. In this blog post, we will explore the OpenTelemetry Demo Application and see how to use SigNoz to monitor the application with popular debugging scenarios. Tue, 17 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/open-source-apm-tools https://signoz.io/blog/open-source-apm-tools Looking for an open-source APM tool? Latest top open-source APM tool list - 1.SigNoz 2.Grafana 3.Jaeger 4.SkyWalking 5.Elastic APM 6.Pinpoint... Mon, 16 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) APMOpenTelemetryObservabilityMetricsTracesLogs https://signoz.io/blog/opentelemetry-nestjs https://signoz.io/blog/opentelemetry-nestjs Complete guide to implementing OpenTelemetry in NestJS applications with automatic instrumentation, distributed tracing, and production-ready configuration. Includes troubleshooting tips and performance optimization. Sun, 15 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJavaScript https://signoz.io/blog/otel-resource-attributes https://signoz.io/blog/otel-resource-attributes Understand OpenTelemetry Resource Attributes - Learn how to set standard keys, manage precedence between sources, and enforce data quality across teams. Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/otel-environment-variables https://signoz.io/blog/otel-environment-variables Learn what OpenTelemetry (OTel) Environment Variables are, and how you can use them to manage application behaviour through this practical guide. Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/opentelemetry-histogram https://signoz.io/blog/opentelemetry-histogram Learn how OpenTelemetry histograms work, how to configure buckets and exponential histograms, and how they work in Python. Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryMetrics https://signoz.io/blog/opentelemetry-collector-contrib https://signoz.io/blog/opentelemetry-collector-contrib A comprehensive guide to the OpenTelemetry Collector Contrib distribution. Learn how it differs from Core, its architecture, and how to build your own. Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/opentelemetry-agent https://signoz.io/blog/opentelemetry-agent Understand what OpenTelemetry Agents are, how they work, and the best practices for instrumenting your applications Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/container-observability https://signoz.io/guides/container-observability Learn how to implement container observability using OpenTelemetry. Covers key metrics like working set memory, RED metrics, log collection with filelog receiver, distributed tracing, and step-by-step Collector setup for Kubernetes with SigNoz. Wed, 11 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryobservability https://signoz.io/blog/opentelemetry-backend https://signoz.io/blog/opentelemetry-backend Confused about choosing a backend analysis tool for OpenTelemetry? Here’s a guide on what factors you should consider while choosing a backend to store and visualize the telemetry data collected by OpenTelemetry... Tue, 10 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-apm https://signoz.io/blog/opentelemetry-apm SigNoz is an open source APM built to support OpenTelemetry natively. In this article, we will talk about things to be kept in mind while selecting an OpenTelemetry APM. We will also see how SigNoz can help you in setting up full-stack observability.... Tue, 10 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/reduce-telemetry-volume-by-40-percent https://signoz.io/blog/reduce-telemetry-volume-by-40-percent Learn how to reduce telemetry volume by 40% with SigNoz Thu, 05 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNozTelemetryObservability https://signoz.io/blog/opentelemetry-visualization https://signoz.io/blog/opentelemetry-visualization Learn how to effectively visualize OpenTelemetry data for enhanced observability and monitoring in distributed systems. Explore tools, techniques, and best practices. Tue, 03 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/otel-baggage https://signoz.io/blog/otel-baggage Understand OpenTelemetry Baggage - Learn what it is and how it enables cross-signal context propagation, and its usage via a hands-on demo. Sat, 31 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/6-non-obvious-lessons-on-navigating-the-opentelemetry-community https://signoz.io/blog/6-non-obvious-lessons-on-navigating-the-opentelemetry-community A guide to contributing to OpenTelemetry, with tips on finding good first issues, getting PR reviews, and staying consistent. Tue, 27 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/apdex-score https://signoz.io/guides/apdex-score Learn what an Apdex score is, how to calculate it using the formula, standard benchmarks for good scores, and how to implement it with OpenTelemetry. Fri, 23 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryapm https://signoz.io/blog/opentelemetry-serilog https://signoz.io/blog/opentelemetry-serilog Learn how to integrate Serilog with OpenTelemetry in .NET to correlate logs with traces, troubleshoot faster, and set up a production-ready observability pipeline. Wed, 14 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDotNet https://signoz.io/guides/prometheus-pushgateway https://signoz.io/guides/prometheus-pushgateway Learn how Prometheus Pushgateway works, when to use it for short-lived batch jobs, and when to avoid it. This hands-on guide shows how to push metrics, scrape them with OpenTelemetry Collector, visualize them in SigNoz, and apply best practices with troubleshooting playbooks. Wed, 14 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) Prometheusopentelemetry https://signoz.io/blog/opentelemetry-auto-instrumentation https://signoz.io/blog/opentelemetry-auto-instrumentation OpenTelemetry Auto Instrumentation is a library that automatically instruments your code to collect telemetry data. This happens behind the scenes in a few different ways, depending on the language and framework you are using like monkey-patching, byte-code instrumentation, and abstract syntax tree modification. Mon, 12 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/kubernetes-sidecar https://signoz.io/guides/kubernetes-sidecar Learn how the Kubernetes sidecar pattern separates auxiliary tasks from main applications, including native sidecar support and real-world use cases. Tue, 06 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) kubernetesopentelemetry https://signoz.io/blog/what-is-otlp https://signoz.io/blog/what-is-otlp A comprehensive guide to OTLP - the vendor-neutral protocol unifying traces, metrics, and logs transmission. Learn about its goals, architecture, and how it helps solve observability fragmentation. Mon, 05 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityOpenTelemetry https://signoz.io/blog/new-relic-alternatives https://signoz.io/blog/new-relic-alternatives Looking for New Relic alternatives? Are you facing issues with its pricing or complex UI? Here are top 11 New Relic alternatives & competitors that you can use in 2024. 1.SigNoz 2.AppDynamics 3.Dynatrace 4.Datadog... Thu, 01 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryTools Comparison https://signoz.io/blog/mongodb-monitoring-tools https://signoz.io/blog/mongodb-monitoring-tools Discover the top 11 MongoDB monitoring tools for 2024. Learn how to optimize your database performance and choose the right tool for your needs. Thu, 01 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/comparisons/lightstep-alternatives https://signoz.io/comparisons/lightstep-alternatives With Lightstep's end-of-life notice, find the best alternatives for a smooth migration. Explore open-source and OTel-native options like SigNoz. Thu, 01 Jan 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) observabilityopentelemetry https://signoz.io/blog/reduce-opentelemetry-bundle-size-for-browser-frontend https://signoz.io/blog/reduce-opentelemetry-bundle-size-for-browser-frontend Learn how to reduce the bundle size of OpenTelemetry in browser frontend applications using tree-shaking and lazy-loading. Mon, 22 Dec 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/what-is-observability https://signoz.io/guides/what-is-observability Observability is the ability to understand a system's internal state from its external outputs. Learn how it differs from monitoring and how to implement it. Tue, 02 Dec 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) observabilityopentelemetry https://signoz.io/blog/golang-monitoring https://signoz.io/blog/golang-monitoring This tutorial covers how to monitor a Golang application, collect structured logs, track runtime metrics, and analyze request traces. This guide explains instrumentation with OpenTelemetry, exporting telemetry, and analysing everything in SigNoz. Wed, 26 Nov 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) GomonitoringOpenTelemetry https://signoz.io/guides/microservices-monitoring https://signoz.io/guides/microservices-monitoring A complete guide to microservices monitoring. Learn the fundamentals (metrics, logs, traces) and follow a hands-on tutorial to monitor polyglot services with OpenTelemetry and SigNoz. Tue, 11 Nov 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) microservicesopentelemetry https://signoz.io/blog/opentelemetry-nextjs-logging https://signoz.io/blog/opentelemetry-nextjs-logging Implement structured logging in your Next.js app using OpenTelemetry with full trace correlation and SigNoz integration. Covers server and browser logging, log exporters, and client/server context propagation. Fri, 07 Nov 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSLogging https://signoz.io/blog/auth-model-opentelemetry https://signoz.io/blog/auth-model-opentelemetry Authentication in opentelemetry collectors is crucial for securing your observability pipeline. In this blog, we will discuss the authentication model in OpenTelemetry and how to secure your collectors for incoming and outgoing traffic. Tue, 21 Oct 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-tracing https://signoz.io/blog/opentelemetry-tracing Thinking about using OpenTelemetry for distributed tracing? OpenTelemetry Tracing API provides options for manual as well as automated instrumentation. Wed, 08 Oct 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing https://signoz.io/blog/llm-observability-opentelemetry https://signoz.io/blog/llm-observability-opentelemetry LLM Observability breaks in wild today as new libraries like OpenInference don't adhere to OpenTelemetry standards leading to silos and suboptimal performance for users who want to tie LLM observability with rest of their observability stack Thu, 25 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-context-propagation https://signoz.io/blog/opentelemetry-context-propagation OpenTelemetry context propagation helps in moving data between services. Context propagation forms the basis of distributed tracing in which a trace and span context are passed along a request across network boundaries and processes... Wed, 24 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/new-relic-ccu-pricing-unpredictable-costs https://signoz.io/blog/new-relic-ccu-pricing-unpredictable-costs Analysis of New Relic's CCU pricing model reveals how it forces engineering teams into heavy sampling. Learn how unpublished CCU costs and complex pricing tiers create budget uncertainty and limit observability. Tue, 23 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) PricingOpenTelemetry https://signoz.io/blog/opentelemetry-exporters https://signoz.io/blog/opentelemetry-exporters An OpenTelemetry Exporter is an OpenTelemetry component responsible for transmitting the collected telemetry data from the application to the chosen backend. These software components are designed to transform code objects, which represent the... Mon, 22 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-operator-complete-guide https://signoz.io/blog/opentelemetry-operator-complete-guide Learn how to deploy and manage OpenTelemetry resources in Kubernetes using the OpenTelemetry Operator. Streamline your observability setup with this comprehensive guide. Tue, 16 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-spans https://signoz.io/blog/opentelemetry-spans Spans are fundamental building blocks of distributed tracing. An OpenTelemetry span is a span generated by using OpenTelemetry tracing libraries. It represents a logical unit of work in completing a user request or transaction... Thu, 11 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-collector-complete-guide https://signoz.io/blog/opentelemetry-collector-complete-guide A complete guide to the OpenTelemetry Collector. Learn about agent vs. gateway patterns, YAML configuration, tail sampling, and production best practices for 2025. Thu, 04 Sep 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/monitoring-langchain-agent-querying-signoz-mcp-server https://signoz.io/blog/monitoring-langchain-agent-querying-signoz-mcp-server Monitoring and Observability for LangChain agent apps with SigNoz and OpenTelemetry. This blog takes you through a practical implementation of OTel in a MCP agent app built using LangChain. Wed, 27 Aug 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrymonitoringLangChainSigNozMCP https://signoz.io/blog/langchain-observability-with-opentelemetry https://signoz.io/blog/langchain-observability-with-opentelemetry Struggling to debug your LLM app? This guide provides step-by-step instructions for implementing LangChain observability and monitoring using OpenTelemetry and SigNoz. Trace every agent step, from tool calls to LLM reasoning. We explain it with a demo LLM app. Wed, 27 Aug 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrymonitoringLangChainSigNoz https://signoz.io/blog/opentelemetry-llamaindex https://signoz.io/blog/opentelemetry-llamaindex Monitor LlamaIndex apps with SigNoz and OpenTelemetry. This blog takes takes you through a practical implementation of OTel in an app built using LlamaIndex. Fri, 08 Aug 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryLlamaIndexSigNoz https://signoz.io/blog/why-observability-isnt-just-for-sres https://signoz.io/blog/why-observability-isnt-just-for-sres This blog is an attempt for anyone lost to find their way into observability and a wake-up call for devs to they should think about observability more actively today than ever before. Wed, 30 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityOpenTelemetry https://signoz.io/blog/opentelemetry-vercel-ai-sdk https://signoz.io/blog/opentelemetry-vercel-ai-sdk Monitor Vercel AI SDK apps with SigNoz and OpenTelemetry. This blog takes takes you through a practical implementation of OTel in an app built using Vercel AI SDK. Mon, 28 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryVercel AI SDKSigNoz https://signoz.io/blog/opentelemetry-kubernetes https://signoz.io/blog/opentelemetry-kubernetes Learn how to set up comprehensive Kubernetes observability using OpenTelemetry. This guide covers DaemonSet and Deployment collectors, metrics collection, logging best practices, and cluster monitoring on Minikube. Thu, 17 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/mcp-observability-with-otel https://signoz.io/blog/mcp-observability-with-otel Learn how to monitor MCP server-client systems with OpenTelemetry. This guide covers the importance of observability, common failure modes, and a step-by-step implementation to ensure your MCP server-client systems are fully instrumented. Wed, 02 Jul 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-nextjs-web-vitals https://signoz.io/blog/opentelemetry-nextjs-web-vitals Learn how to instrument your Next.js frontend to track Web Vitals and third-party widget performance using OpenTelemetry and send the data to SigNoz for visualization and analysis. Mon, 23 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSWeb VitalsSigNozJavaScript https://signoz.io/blog/opentelemetry-nextjs-use-cases https://signoz.io/blog/opentelemetry-nextjs-use-cases Explore powerful real-world observability patterns in your Next.js application using OpenTelemetry and SigNoz—from tracking 404s to monitoring third-party APIs, capturing exceptions, analyzing cache hit/miss, and more. Mon, 23 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSObservabilitySigNozJavaScript https://signoz.io/blog/opentelemetry-nextjs-production https://signoz.io/blog/opentelemetry-nextjs-production Learn how to deploy OpenTelemetry-instrumented Next.js apps to production with Vercel or self-hosted infra. This guide covers collector vs direct exporter setups, alerting, sampling, and data sanitization best practices. Mon, 23 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSObservabilitySigNozJavaScript https://signoz.io/blog/cicd-observability-with-opentelemetry https://signoz.io/blog/cicd-observability-with-opentelemetry In the fast-paced world of CI/CD, understanding the performance and behaviour of your pipelines is crucial. In this guide, we'll walk through setting up OpenTelemetry for GitHub Actions, with practical examples and configuration snippets. Tue, 10 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-dotnet-logs https://signoz.io/blog/opentelemetry-dotnet-logs Learn how to collect logs from .NET applications using OpenTelemetry. This guide includes configuring the ILogger interface and using OpenTelemetry to correlate logs with traces. Mon, 09 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) .NETObservabilityOpenTelemetry https://signoz.io/blog/monitoring-backstage-with-opentelemetry https://signoz.io/blog/monitoring-backstage-with-opentelemetry Learn how to monitor Backstage, the developer portal, using OpenTelemetry. This guide covers the importance of observability, common failure modes, and a step-by-step implementation to ensure your Backstage instance is fully instrumented. Mon, 02 Jun 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/shedding-light-on-kafkas-black-box-problem https://signoz.io/blog/shedding-light-on-kafkas-black-box-problem Kafka has become a go-to choice for event-driven systems today, but its black box nature can make it hard to monitor. This blog explores how OpenTelemetry can help observe Kafka ecosystems, providing insights into distributed tracing and metrics collection. Mon, 26 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/optimising-opentelemetry-pipelines-to-cut-observability-costs-and-data-noise https://signoz.io/blog/optimising-opentelemetry-pipelines-to-cut-observability-costs-and-data-noise Rising observability costs and data noise are common issues today. This blog shares practical methods to optimise OpenTelemetry pipelines, reduce costs by means of filtering, sampling, dropping logs based on severity level, and setting up ingestion guardrails. Wed, 07 May 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-the-new-standard-for-infra-monitoring https://signoz.io/blog/opentelemetry-the-new-standard-for-infra-monitoring OpenTelemetry has made infratsructure monitoring easy to get started with and comes with options for kubernetes cluster and pod monitoring as well. OpenTelemetry also makes it possible to achieve correlation with application monitoring as well. Tue, 29 Apr 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/6-silent-traps-inside-cloudWatch-that-can-hurt-your-observability https://signoz.io/blog/6-silent-traps-inside-cloudWatch-that-can-hurt-your-observability CloudWatch is a great observability tool for AWS users, but it has its limitations. In this blog, we will explore some of CloudWatch's shortcomings and how modern observability platforms can help. Tue, 15 Apr 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/comparisons/opentelemetry-vs-xray https://signoz.io/comparisons/opentelemetry-vs-xray Compare OpenTelemetry and AWS X-Ray for distributed tracing. Learn their strengths, use cases, and how to choose the right tool for your needs. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetrytools-comparison https://signoz.io/comparisons/opentelemetry-vs-tempo https://signoz.io/comparisons/opentelemetry-vs-tempo Discover the key differences between OpenTelemetry and Tempo for distributed tracing. Learn how to leverage these tools for optimal observability in modern software architectures. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-newrelic https://signoz.io/comparisons/opentelemetry-vs-newrelic Discover the key differences between OpenTelemetry and New Relic for observability. Learn which tool best suits your monitoring needs and strategy. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetrytools-comparisons https://signoz.io/comparisons/opentelemetry-vs-honeycomb https://signoz.io/comparisons/opentelemetry-vs-honeycomb Discover the key differences between OpenTelemetry and Honeycomb for observability. Learn which tool best suits your needs in this comprehensive comparison. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-azure-monitor https://signoz.io/comparisons/opentelemetry-vs-azure-monitor Explore the key differences between OpenTelemetry and Azure Monitor to make an informed decision for your observability strategy. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetrytools-comparison https://signoz.io/comparisons/opentelemetry-vs-application-insights https://signoz.io/comparisons/opentelemetry-vs-application-insights Compare OpenTelemetry and Application Insights to find the best fit for your application monitoring needs. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-apm https://signoz.io/comparisons/opentelemetry-vs-apm Explore the key differences between OpenTelemetry and APM, their strengths, and how to choose the right monitoring approach for your needs. Wed, 22 Jan 2025 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/guides/opentelemetry-collector-vs-exporter https://signoz.io/guides/opentelemetry-collector-vs-exporter Learn the key differences between OpenTelemetry Collector and Exporter, their roles in telemetry data processing, and when to use each component for optimal observability. Thu, 19 Dec 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryobservabilitymonitoringDevOps https://signoz.io/comparisons/opentelemetry-vs-dynatrace https://signoz.io/comparisons/opentelemetry-vs-dynatrace Compare OpenTelemetry and Dynatrace to find the best observability solution for your needs. Explore features, use cases, and integration possibilities. Fri, 29 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-brave https://signoz.io/comparisons/opentelemetry-vs-brave Compare OpenTelemetry and Brave for distributed tracing. Learn key differences, migration strategies, and how to choose the right solution for your needs. Fri, 29 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-splunk https://signoz.io/comparisons/opentelemetry-vs-splunk Compare OpenTelemetry and Splunk for monitoring - features, costs, and implementation. Learn which tool best fits your needs and how to use them together. Wed, 20 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-elastic-apm https://signoz.io/comparisons/opentelemetry-vs-elastic-apm Compare OpenTelemetry and Elastic APM to make the right choice for your monitoring needs. Learn about features, integration options, and key decision factors. Wed, 20 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-traces-vs-metrics https://signoz.io/comparisons/opentelemetry-traces-vs-metrics Explore the differences between OpenTelemetry traces and metrics for effective system monitoring. Learn when to use each and how they complement each other. Wed, 20 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-grpc-vs-http https://signoz.io/comparisons/opentelemetry-grpc-vs-http Explore the key differences between gRPC and HTTP protocols in OpenTelemetry tracing. Learn which protocol suits your needs for efficient observability. Wed, 20 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/guides/is-opentelemetry-ready-for-production https://signoz.io/guides/is-opentelemetry-ready-for-production Discover if OpenTelemetry is production-ready with our comprehensive guide. Learn about its strengths, challenges, and best practices for implementation. Thu, 14 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryfaq https://signoz.io/comparisons/opentelemetry-vs-aws-xray https://signoz.io/comparisons/opentelemetry-vs-aws-xray Compare OpenTelemetry and AWS X-Ray to choose the right distributed Thu, 14 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-trace-id-vs-span-id https://signoz.io/comparisons/opentelemetry-trace-id-vs-span-id Explore the key differences between Trace ID and Span ID in OpenTelemetry. Learn how these concepts improve distributed tracing and system observability. Thu, 14 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-opencensus https://signoz.io/comparisons/opentelemetry-vs-opencensus Discover the key differences between OpenTelemetry and OpenCensus. Learn about features, migration strategies, and why OpenTelemetry is the future of observability. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-loki https://signoz.io/comparisons/opentelemetry-vs-loki Compare OpenTelemetry and Loki for observability. Learn key features, use cases, and how to choose the right tool for your monitoring needs. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-logstash https://signoz.io/comparisons/opentelemetry-vs-logstash Compare OpenTelemetry and Logstash to make the right choice for your observability needs. Learn key differences, features, and migration strategies. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-fluentbit https://signoz.io/comparisons/opentelemetry-vs-fluentbit Discover the key differences between OpenTelemetry and Fluent Bit, their use cases, and how to choose the right observability tool for your needs. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-trace-vs-span https://signoz.io/comparisons/opentelemetry-trace-vs-span Explore the differences between traces and spans in OpenTelemetry, their relationship, and how they enhance distributed system observability. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-events-vs-logs https://signoz.io/comparisons/opentelemetry-events-vs-logs Discover the key differences between OpenTelemetry events and logs, their use cases, and best practices for implementing them in your observability strategy. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-collector-vs-fluentbit https://signoz.io/comparisons/opentelemetry-collector-vs-fluentbit Explore the key differences between OpenTelemetry Collector and Fluentbit for observability. Learn about features, performance, and use cases to make an informed choice. Thu, 07 Nov 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-elk https://signoz.io/comparisons/opentelemetry-vs-elk Discover the key differences between OpenTelemetry and ELK Stack for observability. Learn which solution best fits your needs and how to implement them effectively. Wed, 30 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-collector-vs-agent https://signoz.io/comparisons/opentelemetry-collector-vs-agent Discover the key differences between OpenTelemetry Collectors and Agents. Learn when to use each for optimal observability in your infrastructure. Wed, 30 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-telegraf https://signoz.io/comparisons/opentelemetry-vs-telegraf Compare OpenTelemetry and Telegraf to choose the best monitoring tool for your observability needs. Learn key differences, features, and use cases. Wed, 23 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-cloudwatch https://signoz.io/comparisons/opentelemetry-vs-cloudwatch Discover the key differences between OpenTelemetry and CloudWatch for application monitoring. Learn which tool best fits your observability needs. Wed, 23 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-api-vs-sdk https://signoz.io/comparisons/opentelemetry-api-vs-sdk Explore the key differences between OpenTelemetr y API and SDK, learn when to use each, and discover how to enhance your observability strategy. Wed, 23 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-micrometer https://signoz.io/comparisons/opentelemetry-vs-micrometer Compare OpenTelemetry and Micrometer for application metrics. Learn their features, performance, and integration to choose the best tool for your needs. Tue, 22 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetry https://signoz.io/comparisons/opentelemetry-vs-grafana https://signoz.io/comparisons/opentelemetry-vs-grafana Discover the key differences between OpenTelemetry and Grafana for observability. Learn how to leverage both tools for effective monitoring and visualization. Mon, 14 Oct 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryGrafanaobservabilitymonitoringdevops https://signoz.io/blog/opentelemetry-nginx https://signoz.io/blog/opentelemetry-nginx Learn how to implement OpenTelemetry with Nginx for enhanced observability. This guide covers setup, configuration, and best practices for effective monitoring. Sat, 28 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing https://signoz.io/blog/health-check-monitoring-with-opentelemetry https://signoz.io/blog/health-check-monitoring-with-opentelemetry HTTP endpoints can be monitored with OpenTelemetry. The HTTP Check Receiver is a component of the OpenTelemetry Collector that enables monitoring of HTTP endpoints. It periodically sends HTTP requests to specified endpoints... Thu, 26 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/llm-observability https://signoz.io/blog/llm-observability Discover the essentials of LLM Observability, including key pillars, best practices, and tools to optimize your AI applications' performance and reliability. Thu, 12 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryLLM https://signoz.io/blog/cloudwatch-alternatives https://signoz.io/blog/cloudwatch-alternatives Looking for a CloudWatch alternative? Here is a list of the top 9 CloudWatch alternatives 1.SigNoz 2.Prometheus 3.Grafana 4.Datadog 5.New Relic 6.Dynatrace... Tue, 03 Sep 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryTools Comparison https://signoz.io/blog/opentelemetry-vs-datadog https://signoz.io/blog/opentelemetry-vs-datadog Compare OpenTelemetry and Datadog to choose the best monitoring solution for your needs. Learn about features, implementation, and alternatives. Tue, 13 Aug 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/three-pillars-of-observability https://signoz.io/blog/three-pillars-of-observability Explore the three pillars of observability - logs, metrics, and traces - and learn how they work together to provide comprehensive system insights. Thu, 08 Aug 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/sending-and-filtering-python-logs-with-opentelemetry https://signoz.io/blog/sending-and-filtering-python-logs-with-opentelemetry Learn how to effectively send and filter Python logs using OpenTelemetry. This guide covers instrumentation, advanced techniques, and best practices. Wed, 07 Aug 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) guidesOpenTelemetryPython https://signoz.io/blog/o11y https://signoz.io/blog/o11y Learn the essentials of O11y (Observability) in this beginner's guide. Discover how to implement it effectively to improve system performance and reliability. Fri, 19 Jul 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/kubernetes-logging https://signoz.io/blog/kubernetes-logging Kubernetes logging is critical to monitor the health and performance of applications running in Kubernetes cluster. In this complete guide on Kubernetes logging, we will learn about K8s log types, how to access k8s logs, and setting up k8s log monitoring with open-source tools... Wed, 08 May 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/launch-week-1-day-5 https://signoz.io/blog/launch-week-1-day-5 Welcome to SigNoz Launch Week 1.0. This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. The feature in spotlight for Day 5 is Access Token Management & Onboarding. Access Token Management was a popular requested feature by SigNoz users. Before we enabled it through our UI, users had to reach out to us via email. Fri, 01 Mar 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/launch-week-1-day-4 https://signoz.io/blog/launch-week-1-day-4 Welcome to SigNoz Launch Week 1.0. This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. The feature in spotlight for Day 4 is Logs Pipeline in SigNoz. With Log Pipelines, you can transform logs to suit your querying and aggregation needs before they get stored in the database. Thu, 29 Feb 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/launch-week-1-day-3 https://signoz.io/blog/launch-week-1-day-3 Welcome to SigNoz Launch Week 1.0. This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. The feature in spotlight for Day 3 is Frontend monitoring in SigNoz. Learn how to monitor core web vitals... Wed, 28 Feb 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/launch-week-1-day-2 https://signoz.io/blog/launch-week-1-day-2 Welcome to SigNoz Launch Week 1.0. This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. The feature in spotlight for Day 2 are some amazing upgrades to metrics & query builder.. Mon, 26 Feb 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/launch-week-1-day-1 https://signoz.io/blog/launch-week-1-day-1 Welcome to SigNoz Launch Week 1.0.This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. The feature in spotlight for Day 1 is our new Logs Explorer... Mon, 26 Feb 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/launch-week-1 https://signoz.io/blog/launch-week-1 This is our first launch week, and we’re excited to introduce you to some cool new features in SigNoz. We ship fast but often miss sharing the story behind these features with our community... Fri, 02 Feb 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/postgresql-monitoring https://signoz.io/blog/postgresql-monitoring Monitoring PostgreSQL for performance issues is critical. Metrics that need to be monitored for PostgreSQL can be 1. Query Throughput and Latency Metrics 2. Disk Utilization and I/O Operations 3. Metrics on Connection Health and Pooling... Fri, 19 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-postgresql-metrics-monitoring https://signoz.io/blog/opentelemetry-postgresql-metrics-monitoring Steps to monitor PostgreSQL metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect PostgreSQL metrics 3. Send collected metrics to SigNoz... Wed, 17 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/cloudwatch-metrics https://signoz.io/blog/cloudwatch-metrics CloudWatch metrics play a critical role in monitoring AWS resources and facilitating effective troubleshooting during system failures. In this guide, learn everything about Cloudwatch metrics, its types, custom metrics and... Sat, 13 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryAWS https://signoz.io/blog/opentelemetry-couchdb https://signoz.io/blog/opentelemetry-couchdb Steps to monitor CouchDB performance metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect CouchDB performance metrics 3. Send collected metrics to SigNoz.... Wed, 10 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-roundup-2023 https://signoz.io/blog/opentelemetry-roundup-2023 OpenTelemetry round for 2023 and what to expect in 2024 Sat, 06 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/opentelemetry-azure-monitor-metrics https://signoz.io/blog/opentelemetry-azure-monitor-metrics Steps to collect and export Azure Monitor metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Azure Monitor metrics 3. Send collected metrics to SigNoz... Tue, 02 Jan 2024 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrykubernetes https://signoz.io/blog/kubernetes-events-monitoring https://signoz.io/blog/kubernetes-events-monitoring Events in Kubernetes are objects that provide insights into the state changes within the Kubernetes cluster. Kubernetes events monitoring is critical to provide real-time insights into the operational state of a Kubernetes cluster... Fri, 29 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrykubernetes https://signoz.io/blog/opentelemetry-ecs https://signoz.io/blog/opentelemetry-ecs A guide to collecting and monitoring AWS ECS metrics with OpenTelemetry. Steps to monitor AWS ECS metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect AWS ECS metrics 3. Send collected metrics to SigNoz... Thu, 28 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/using-opentelemetry-loki-receiver-to-collect-logs https://signoz.io/blog/using-opentelemetry-loki-receiver-to-collect-logs In this tutorial, you will configure Promtail to send logs to OpenTelemetry Collector instead of Loki. This can be done by using the Loki receiver in OpenTelemetry Collector. The logs collected by OpenTelemetry Collector can then be sent to SigNoz - an OpenTelemetry-native APM... Sat, 09 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-haproxy-metrics-and-logs-monitoring https://signoz.io/blog/opentelemetry-haproxy-metrics-and-logs-monitoring Steps to monitor HAproxy metrics and logs with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect HAProxy metrics and logs 3. Send collected data to SigNoz... Thu, 07 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring Steps to monitor Kubernetes cluster metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Kubernetes cluster metrics 3. Send collected metrics to SigNoz for monitoring and visualization... Mon, 04 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/eks-monitoring-with-opentelemetry https://signoz.io/blog/eks-monitoring-with-opentelemetry In this tutorial, we will provide a step-by-step guide to monitoring Amazon EKS nodes and pod-level metrics with OpenTelemetry. OpenTelemetry collector can collect these metrics and send them to a backend of your choice for monitoring and visualization... Mon, 04 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/spring-boot-monitoring https://signoz.io/blog/spring-boot-monitoring Spring Boot is one of the most popular frameworks for building micro-services in Java. In this tutorial, we will learn how to monitor a Spring Boot application with SigNoz and OpenTelemetry... Fri, 01 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/nginx-metrics-and-logs-monitoring-with-opentelemetry https://signoz.io/blog/nginx-metrics-and-logs-monitoring-with-opentelemetry Steps to monitor Nginx metrics and logs with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Nginx metrics and logs 3. Send collected data to SigNoz... Fri, 01 Dec 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/mongodb-metrics-monitoring-with-opentelemetry https://signoz.io/blog/mongodb-metrics-monitoring-with-opentelemetry Steps to monitor MongoDB metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect MongoDB metrics 3. Send collected metrics to SigNoz... Wed, 29 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/memcached-monitoring-with-opentelemetry https://signoz.io/blog/memcached-monitoring-with-opentelemetry Steps to monitor Memcached metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Memcached metrics 3. Send collected metrics to SigNoz... Wed, 29 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-webinar-on-trace-api https://signoz.io/blog/opentelemetry-webinar-on-trace-api Join Nica and Srikanth to talk in detail about the OpenTelemetry Trace API. We'll talk about adding spans, events, attributes and other extra info, whether it's really possible to replace logs with traces, and more. Mon, 27 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-webinar-on-opamp https://signoz.io/blog/opentelemetry-webinar-on-opamp Open Agent Management Protocol (OpAMP) is the emerging open standard to manage a fleet of telemetry agents at scale. Mon, 27 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-mysql-metrics-monitoring https://signoz.io/blog/opentelemetry-mysql-metrics-monitoring Steps to monitor MySQL metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect MySQL metrics 3. Send collected metrics to SigNoz... Fri, 24 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-collector-prometheus-receiver https://signoz.io/blog/opentelemetry-collector-prometheus-receiver OpenTelemetry Collector can collect Prometheus metrics and send them to a backend of your choice. In this tutorial, you will configure an OpenTelemetry Collector to scrape Prometheus metrics from a Flask application... Fri, 24 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-apache-server-metrics-monitoring https://signoz.io/blog/opentelemetry-apache-server-metrics-monitoring Steps to monitor Apache Web Server metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect Apache metrics 3. Send collected metrics to SigNoz... Fri, 24 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/observability-growth-vs-insurance https://signoz.io/blog/observability-growth-vs-insurance When you think about observability? Do you just think of it as an insurance? Or do you think of it as a growth driver? In this article, we will discuss how observability can be a growth driver for your business. Thu, 23 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityOpenTelemetry https://signoz.io/blog/opentelemetry-java https://signoz.io/blog/opentelemetry-java OpenTelemetry Java SDKs can be used to monitor a Java application for performance. You can use OpenTelemetry instrumentation libraries to generate traces. OpenTelemetry collector can help you collect JVM metrics... Sat, 18 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/otel-webinar-kafka-otlp https://signoz.io/blog/otel-webinar-kafka-otlp Join Nica and Ankit as they discuss discuss the relationship between OpenTelemetry and ApacheKafka.... Thu, 16 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-webinar-openllmetry https://signoz.io/blog/opentelemetry-webinar-openllmetry Join Nica and Nir to discuss how machine learning can be monitored with OpenTelemetry. We'll see how the SigNoz dashboards can help you monitor resource use, performance, and find problems before your infra budget goes haywire.... Thu, 16 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-rabbitmq-metrics-monitoring https://signoz.io/blog/opentelemetry-rabbitmq-metrics-monitoring Steps to monitor RabbitMQ metrics with OpenTelemetry 1. Setting up OpenTelemetry Collector 2. Configuring OpenTelemetry Collector to collect RabbitMQ metrics 3. Send collected metrics to SigNoz... Wed, 15 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/cant-miss-kubecon-2023 https://signoz.io/blog/cant-miss-kubecon-2023 Kubecon 2023 is coming up in just a week in Chicago. For engnineers concerned with observability, there are a number of talks you can't miss. I wrote up this guide to the talks I'm most looking forward to. Wed, 01 Nov 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryEvents https://signoz.io/blog/signoz-tracetest-opentelemetry-native-observability-meets-testing https://signoz.io/blog/signoz-tracetest-opentelemetry-native-observability-meets-testing What is the hidden potential of OpenTelemetry? It goes beyond just tracing and monitoring your software. The OpenTelemetry project aims to standardize performance reporting and trace data propagation in microservice architectures. This context propagation is a valuable feature for those who use OpenTelemetry tracing. Tracetest and SigNoz provide testing and insights into the capabilities of OpenTelemetry. Fri, 20 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/troubleshooting-python-with-opentelemetry-tracing https://signoz.io/blog/troubleshooting-python-with-opentelemetry-tracing This article shows how a Python developer can go from having traces but not answers, to fully understanding the root cause of a latency issue. Wed, 18 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) PythonOpenTelemetry https://signoz.io/blog/opentelemetry-use-cases https://signoz.io/blog/opentelemetry-use-cases OpenTelemetry powers open-source observability in modern applications. OpenTelemetry’s top use cases include distributed tracing, performance monitoring, context propagation, service dependency analysis, and more. It has many advantages over vendor-based agents... Fri, 13 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/maximizing-scalability-apache-kafka-and-opentelemetry https://signoz.io/blog/maximizing-scalability-apache-kafka-and-opentelemetry The choice between OpenTelemetry Collector and Apache Kafka isn't a zero-sum game. Each has its unique strengths and can even complement each other in certain architectures. The OpenTelemetry Collector excels in data gathering, compression, and filtering, making it a strong candidate for reducing in-system latency and improving data quality before it reaches your backend. Fri, 13 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-alternatives https://signoz.io/blog/opentelemetry-alternatives There are no good alternatives to OpenTelemetry if your use case involves generating different types of telemetry signals like logs, metrics, and traces and their collection. In certain use cases, like monitoring only metrics, you can use a tool like Prometheus... Wed, 11 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-tools https://signoz.io/blog/opentelemetry-tools OpenTelemetry is a set of APIs, SDKs, and tools that help you generate and collect telemetry data. But then, you need a tool capable of storing and visualizing the data to make sense out of it. In this article, we discuss top OpenTelemetry tools that... Tue, 10 Oct 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/signoz-funding https://signoz.io/blog/signoz-funding SigNoz Fundraise Thu, 28 Sep 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/can-you-have-a-career-in-node-without-observability https://signoz.io/blog/can-you-have-a-career-in-node-without-observability You Need Observability to call yourself a developer. We’ll start with explaining observability’s role in software development, and the second half of this piece is a guide to instrumenting a demo app with the open source tools OpenTelemetry and SigNoz. Sat, 23 Sep 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) nodeJavaScriptOpenTelemetry https://signoz.io/blog/ten-reasons-not-add-observability https://signoz.io/blog/ten-reasons-not-add-observability With your help, we can destroy observability in our lifetime. Fri, 22 Sep 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservabilityjokes https://signoz.io/blog/is-opentelemetry-a-first-class-citizen-in-your-dashboard-a-datadog-and-newrelic-comparison https://signoz.io/blog/is-opentelemetry-a-first-class-citizen-in-your-dashboard-a-datadog-and-newrelic-comparison we will explore how, in both New Relic and Datadog, OpenTelemetry data is a ‘second class citizen.’ Thu, 21 Sep 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryPython https://signoz.io/blog/opentelemetry-webinar-getting-started https://signoz.io/blog/opentelemetry-webinar-getting-started We often get asked, what's the best place to get started with OpenTelemetry - host metrics, traces, or even logs... Wed, 20 Sep 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) TalksOpenTelemetry https://signoz.io/blog/parsing-logs-with-the-opentelemetry-collector https://signoz.io/blog/parsing-logs-with-the-opentelemetry-collector This guide is for anyone who is getting started monitoring their application with OpenTelemetry, and is generating unstructured logs. Mon, 21 Aug 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) guidesOpenTelemetry https://signoz.io/blog/diving-in-to-opentelemetry-data-with-our-new-trace-and-logs-explorer https://signoz.io/blog/diving-in-to-opentelemetry-data-with-our-new-trace-and-logs-explorer The team at SigNoz would like to share recent developments released this month that greatly enhance the ability to dynamically query your trace and log data. With these tools anyone can explore complex OpenTelemetry data and gain insight into their stack. Thu, 10 Aug 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryProduct https://signoz.io/blog/clickhouse-query-compare-two-spans https://signoz.io/blog/clickhouse-query-compare-two-spans Sharing a query that lets you compare the time between two spans in different traces, even across two different services. Wed, 09 Aug 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryProduct https://signoz.io/blog/should-you-diy-your-opentelemetry-monitoring-observability https://signoz.io/blog/should-you-diy-your-opentelemetry-monitoring-observability Should you send your OpenTelemetry data to a generic database or use a specific tool. In this post, I discuss about pros and cons of building your own OpenTelemetry stack... Wed, 12 Jul 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/using-signoz-to-monitor-your-kubernetes-cluster https://signoz.io/blog/using-signoz-to-monitor-your-kubernetes-cluster An end-to-end tutorial on using SigNoz to monitor your Kubernetes cluster with OpenTelemetry Mon, 10 Jul 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservabilitykubernetes https://signoz.io/blog/opentelemetry-browser-instrumentation https://signoz.io/blog/opentelemetry-browser-instrumentation OpenTelemetry can be used for instrumenting browser applications. The OpenTelemetry browser instrumentation libraries provides developer the ability to collect performance metrics, traces, and other telemetry data... Mon, 20 Mar 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJavaScript https://signoz.io/blog/opentelemetry-architecture https://signoz.io/blog/opentelemetry-architecture OpenTelemetry is a set of tools, APIs, and SDKs to generate telemetry signals. The OpenTelemetry architecture has several main components that comes together to create an instrumentation layer for all kinds of telemetry signals.... Thu, 23 Feb 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing https://signoz.io/blog/what-is-distributed-tracing-in-opentelemetry https://signoz.io/blog/what-is-distributed-tracing-in-opentelemetry Distributed tracing is a method of tracking application requests as they flow from front-end devices to back-end services and databases in a distributed system. Using OpenTelemetry APIs and SDKs, you can implement distributed tracing in your software systems.... Mon, 30 Jan 2023 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing https://signoz.io/blog/open-source-observability https://signoz.io/blog/open-source-observability We believe the aim of observability is to solve customer issues quickly. Creating monitoring dashboards is useless if it can’t help engineering teams quickly identify the root causes of performance issues... Tue, 27 Sep 2022 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityOpenTelemetry https://signoz.io/blog/out-of-box-application-monitoring-prometheus https://signoz.io/blog/out-of-box-application-monitoring-prometheus Prometheus is a popular monitoring tool for kubernetes. Kube-state metrics and node exporters send a lot of metrics. But visualization of the metrics in charts is still painful. In this article, let's see how we can have some out of box visualizations with Prometheus. Fri, 29 Nov 2019 00:00:00 GMT hello@signoz.io (SigNoz Inc) APMOpenTelemetrySigNoz