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) Thu, 16 Jul 2026 00:00:00 GMT 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. Thu, 16 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryPython https://signoz.io/blog/opentelemetry-couchdb https://signoz.io/blog/opentelemetry-couchdb Monitor CouchDB with OpenTelemetry using the Collector's CouchDB receiver, and visualize the metrics in SigNoz. Tue, 14 Jul 2026 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 Configure the Prometheus receiver in the OpenTelemetry Collector to scrape Prometheus metrics and export them anywhere. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-backend https://signoz.io/blog/opentelemetry-backend What an OpenTelemetry backend does, the options available, and how to choose one for your telemetry data. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-azure-monitor-metrics https://signoz.io/blog/opentelemetry-azure-monitor-metrics Collect Azure Monitor metrics with the OpenTelemetry Collector and export them to any OTLP-compatible backend. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryKubernetes https://signoz.io/blog/opentelemetry-apache-server-metrics-monitoring https://signoz.io/blog/opentelemetry-apache-server-metrics-monitoring Monitor Apache HTTP Server metrics with OpenTelemetry using the Collector's Apache receiver and mod_status. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-agent https://signoz.io/blog/opentelemetry-agent Understand what OpenTelemetry Auto-Instrumentation Agents are, how they work, and the best practices for instrumenting your applications Tue, 14 Jul 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 your n8n workflows with OpenTelemetry: capture execution traces, metrics, and failures in one place. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryn8nSigNoz https://signoz.io/blog/monitoring-backstage-with-opentelemetry https://signoz.io/blog/monitoring-backstage-with-opentelemetry Instrument your Backstage developer portal with OpenTelemetry and monitor its performance in SigNoz. Tue, 14 Jul 2026 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 Monitor MongoDB metrics with OpenTelemetry using the Collector's MongoDB receiver, then visualize them in SigNoz. Tue, 14 Jul 2026 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 Monitor Memcached with OpenTelemetry using the Collector's Memcached receiver, and visualize cache metrics in SigNoz. Tue, 14 Jul 2026 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 Monitor your Amazon EKS cluster with OpenTelemetry: deploy the Collector, capture cluster metrics, and visualize them in SigNoz. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/claude-code-measure-degradation-opentelemetry https://signoz.io/blog/claude-code-measure-degradation-opentelemetry Measure whether Claude Code is degrading using OpenTelemetry, with output-per-token metrics, dashboards, and efficiency alerts. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/cicd-observability-with-opentelemetry https://signoz.io/blog/cicd-observability-with-opentelemetry Instrument your CI/CD pipelines with OpenTelemetry. A step-by-step guide to capturing GitHub Actions data via the Collector. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/auth-model-opentelemetry https://signoz.io/blog/auth-model-opentelemetry Authentication in the OpenTelemetry Collector secures your observability pipeline. Learn how the authenticator extensions work. Tue, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry 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, 14 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/datadog-kubernetes https://signoz.io/blog/datadog-kubernetes Datadog on Kubernetes ships a node Agent, a Cluster Agent, an Operator, and vendor-specific env vars on every pod. Here's what each piece does, where the cost and complexity actually come from, and how teams replace the stack with SigNoz Cloud. Mon, 13 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) datadogkubernetesopentelemetry https://signoz.io/blog/using-opentelemetry-loki-receiver-to-collect-logs https://signoz.io/blog/using-opentelemetry-loki-receiver-to-collect-logs Configure Promtail to send logs through the OpenTelemetry Collector Loki receiver to SigNoz, with a step-by-step code tutorial. Wed, 08 Jul 2026 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, 08 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) guidesOpenTelemetryPython 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. Wed, 08 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) guidesOpenTelemetry https://signoz.io/blog/opentelemetry-nextjs-logging https://signoz.io/blog/opentelemetry-nextjs-logging Implement structured logging in your Next.js app with OpenTelemetry, including the OTLP log exporter and full trace correlation. Wed, 08 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSLogging https://signoz.io/blog/opentelemetry-haproxy-metrics-and-logs-monitoring https://signoz.io/blog/opentelemetry-haproxy-metrics-and-logs-monitoring A step-by-step guide to monitoring HAProxy metrics and logs with OpenTelemetry, from collector setup to visualizing in SigNoz. Wed, 08 Jul 2026 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 8 applications using OpenTelemetry, from the OTLP exporter setup to shipping logs to a backend. Wed, 08 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) .NETobservabilityOpenTelemetry 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 Explore your OpenTelemetry traces and logs with the SigNoz Trace and Logs Explorer, taking ClickHouse queries beyond SQL. Wed, 08 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryProduct https://signoz.io/blog/opentelemetry-context-propagation https://signoz.io/blog/opentelemetry-context-propagation OpenTelemetry context propagation: how propagators, W3C Trace Context, and baggage carry trace context across services. Setup and examples for SigNoz. Mon, 06 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/django-logging https://signoz.io/guides/django-logging Learn Django logging setup, configuration, handlers, formatters, levels, errors, and monitoring with SigNoz. Mon, 06 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) pythonopentelemetry https://signoz.io/blog/out-of-box-application-monitoring-prometheus https://signoz.io/blog/out-of-box-application-monitoring-prometheus Out-of-box application monitoring vs Prometheus exporters: what you get without wiring up exporters per service, and how OpenTelemetry compares. Thu, 02 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) APMOpenTelemetrySigNoz https://signoz.io/blog/cloudwatch-metrics https://signoz.io/blog/cloudwatch-metrics Amazon CloudWatch metrics explained: types, namespaces, dimensions, and how to collect and export them with OpenTelemetry. Thu, 02 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryAWS https://signoz.io/blog/signoz-tracetest-opentelemetry-native-observability-meets-testing https://signoz.io/blog/signoz-tracetest-opentelemetry-native-observability-meets-testing SigNoz integrates with Tracetest for OpenTelemetry-native, trace-based testing: assert against real spans and traces. How the integration works. Wed, 01 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-tracing https://signoz.io/blog/opentelemetry-tracing OpenTelemetry tracing: how the tracing signal works (tracers, spans, context propagation, samplers, exporters) and how to send traces over OTLP to SigNoz. Wed, 01 Jul 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing 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. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) ObservabilityPythonOpenTelemetryMonitoring https://signoz.io/blog/opentelemetry-apm https://signoz.io/blog/opentelemetry-apm OpenTelemetry APM: how to use OpenTelemetry as your application performance monitoring stack, what it covers, and how it compares to traditional APM. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNozAPM https://signoz.io/blog/mongodb-monitoring-tools https://signoz.io/blog/mongodb-monitoring-tools MongoDB monitoring tools for 2026: compare options for operation, connection, and replication metrics, plus monitoring MongoDB with OpenTelemetry. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/claude-code-monitoring-with-opentelemetry https://signoz.io/blog/claude-code-monitoring-with-opentelemetry Monitor Claude Code with OpenTelemetry: export its metrics and logs over OTLP to SigNoz to track usage, token cost, and performance across your team. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryClaude CodeSigNoz https://signoz.io/blog/spring-boot-monitoring https://signoz.io/blog/spring-boot-monitoring Spring Boot monitoring in 2026: the JVM and Spring metrics that matter, dashboards, and alerts in SigNoz. Pairs with OpenTelemetry instrumentation. Tue, 30 Jun 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 An updated list of the best open source APM tools in 2026. Compare features, pricing, and integrations to choose the right one for your needs. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) APMOpenTelemetryObservabilityMetricsTracesLogs https://signoz.io/blog/health-check-monitoring-with-opentelemetry https://signoz.io/blog/health-check-monitoring-with-opentelemetry Health check monitoring with OpenTelemetry: use the Collector's httpcheck receiver to probe HTTP endpoints and track uptime in SigNoz. Step-by-step guide. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/guides/what-is-api-latency https://signoz.io/guides/what-is-api-latency What is API latency? Its components, what counts as good, common causes, and how to measure and reduce it with percentiles and traces in SigNoz. Tue, 30 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) api-latencyopentelemetry https://signoz.io/blog/golang-monitoring https://signoz.io/blog/golang-monitoring Golang monitoring in 2026: instrument Go apps with the OpenTelemetry Go SDK and monitor traces and metrics in SigNoz. Setup, metrics, and best practices. Mon, 29 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) GoMonitoringOpenTelemetry 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. Fri, 26 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetrytools-comparison 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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 OpenTelemetry vs Application Insights in 2026: instrument with OpenTelemetry, send to Azure's backend. See how they layer, plus where SigNoz fits. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 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. Fri, 26 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) Opentelemetry https://signoz.io/blog/claude-code-model-comparison https://signoz.io/blog/claude-code-model-comparison Benchmark scores tell you whether a model solved a task, not what it cost to get there. I instrumented Claude Code with OpenTelemetry and SigNoz to compare Claude Sonnet 4.6, Opus 4.7, and Opus 4.8 across accuracy, cost per solved task, tokens, cache utilization, error rate, and active time, on a fixed Terminal-Bench task suite. Thu, 25 Jun 2026 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 the OpenTelemetry Collector and exporters, their roles in the telemetry pipeline, and when to use each. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) opentelemetryobservabilitymonitoringdevops 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. Tue, 23 Jun 2026 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. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry 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. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/comparisons/opentelemetry-vs-grafana https://signoz.io/comparisons/opentelemetry-vs-grafana OpenTelemetry vs Grafana in 2026: different layers. OTel instruments and collects; Grafana visualizes. See how they fit, plus where SigNoz sits. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryGrafanaObservabilityMonitoringDevOps https://signoz.io/comparisons/opentelemetry-vs-elk https://signoz.io/comparisons/opentelemetry-vs-elk OpenTelemetry vs ELK Stack in 2026: different layers. OTel instruments and collects; ELK stores and visualizes. See how they fit, plus SigNoz. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) Opentelemetry 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. Tue, 23 Jun 2026 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. Tue, 23 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-alternatives https://signoz.io/blog/opentelemetry-alternatives Are there real alternatives to OpenTelemetry in 2026? We weigh partial options like Prometheus, Zipkin, and Jaeger, and why OTel remains the standard. Mon, 22 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/new-relic-alternatives https://signoz.io/blog/new-relic-alternatives Compare the top New Relic alternatives for 2026 across APM and observability, including Datadog, Dynatrace, Grafana, Honeycomb, and SigNoz. Mon, 22 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryTools Comparison https://signoz.io/blog/cloudwatch-alternatives https://signoz.io/blog/cloudwatch-alternatives Compare the top AWS CloudWatch alternatives for 2026, including SigNoz, Prometheus, Grafana, Datadog, and New Relic, for centralized monitoring. Mon, 22 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryTools Comparison 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. Mon, 22 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) observabilityopentelemetry 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. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-metrics-with-examples https://signoz.io/blog/opentelemetry-metrics-with-examples Learn what OpenTelemetry metrics are, how counters, gauges, and histograms work, and how to use views and exemplars, with practical code examples. Wed, 17 Jun 2026 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: agent vs. gateway patterns, YAML configuration, tail sampling, and production best practices. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-visualization https://signoz.io/blog/opentelemetry-visualization Learn how to visualize OpenTelemetry data for better observability: key components, choosing a tool, and best practices, with SigNoz examples. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetrySigNoz https://signoz.io/blog/opentelemetry-operator-complete-guide https://signoz.io/blog/opentelemetry-operator-complete-guide Learn how to deploy and manage OpenTelemetry in Kubernetes with the OpenTelemetry Operator, including auto-instrumenting a Java app. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-kubernetes https://signoz.io/blog/opentelemetry-kubernetes Set up Kubernetes observability with OpenTelemetry. Deploy the Collector as a DaemonSet and Deployment to gather cluster metrics, traces, and logs. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-ecs https://signoz.io/blog/opentelemetry-ecs Monitor AWS ECS metrics with OpenTelemetry. Set up the Collector to gather ECS Container Insights metrics and send them to SigNoz. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-browser-instrumentation https://signoz.io/blog/opentelemetry-browser-instrumentation Instrument browser and frontend apps with OpenTelemetry to capture page loads, user interactions, and traces, then view them in SigNoz. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJavascript https://signoz.io/blog/maximizing-scalability-apache-kafka-and-opentelemetry https://signoz.io/blog/maximizing-scalability-apache-kafka-and-opentelemetry Learn how to use Apache Kafka as a buffer between OpenTelemetry Collectors for a scalable multi-collector pipeline, with YAML configuration examples. Wed, 17 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/what-is-opentelemetry https://signoz.io/blog/what-is-opentelemetry Learn what OpenTelemetry (OTel) is, how its architecture, Collector, and OTLP work, plus the benefits, challenges, and how to get started with SigNoz. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/opentelemetry-vercel-ai-sdk https://signoz.io/blog/opentelemetry-vercel-ai-sdk Monitor Vercel AI SDK apps with OpenTelemetry and SigNoz. A practical guide to instrumenting an LLM app and tracking traces, latency, and token usage. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryVercel AI SDKSigNoz 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. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJava https://signoz.io/blog/opentelemetry-docker https://signoz.io/blog/opentelemetry-docker Step-by-step guide to monitoring Docker container metrics with OpenTelemetry - set up the Collector, send data to SigNoz, and build dashboards and alerts. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDocker https://signoz.io/blog/opentelemetry-architecture https://signoz.io/blog/opentelemetry-architecture Understand OpenTelemetry architecture - signals, context and propagators, the API and SDK, and the Collector's receivers, processors, and exporters. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDistributed Tracing https://signoz.io/blog/opentelemetry-serilog https://signoz.io/blog/opentelemetry-serilog Integrate Serilog with OpenTelemetry in .NET to correlate logs with traces, troubleshoot faster, and build a production-ready observability pipeline. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryDotNet https://signoz.io/blog/opentelemetry-nestjs https://signoz.io/blog/opentelemetry-nestjs Implement OpenTelemetry in NestJS applications with automatic instrumentation, distributed tracing, and production-ready config, plus troubleshooting tips. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryJavaScript 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. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryMetrics https://signoz.io/blog/opentelemetry-auto-instrumentation https://signoz.io/blog/opentelemetry-auto-instrumentation How OpenTelemetry auto-instrumentation works under the hood: monkey-patching, bytecode instrumentation, and AST modification across languages. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-demo https://signoz.io/blog/opentelemetry-demo Set up the OpenTelemetry Demo (Astronomy Shop) with SigNoz, view the service map, and debug real failure scenarios across traces, metrics, and logs. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry 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. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryObservability https://signoz.io/blog/opentelemetry-spans https://signoz.io/blog/opentelemetry-spans OpenTelemetry spans are the building blocks of distributed tracing. Learn span attributes, kinds, events, and creation, with Go examples. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry 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, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryRust https://signoz.io/blog/opentelemetry-nextjs-web-vitals https://signoz.io/blog/opentelemetry-nextjs-web-vitals Instrument your Next.js frontend to track Web Vitals (LCP, INP, CLS) and third-party widget performance with OpenTelemetry, visualized in SigNoz. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryNextJSWeb VitalsSigNozJavaScript https://signoz.io/blog/opentelemetry-exporters https://signoz.io/blog/opentelemetry-exporters OpenTelemetry exporters send your collected telemetry to a backend. Learn the exporter types (OTLP, Zipkin, Jaeger) and how to configure them. Tue, 16 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/opentelemetry-logs https://signoz.io/blog/opentelemetry-logs Learn OpenTelemetry logs, how they work with traces and metrics, collection approaches, and monitoring with SigNoz. Thu, 11 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry https://signoz.io/blog/kubernetes-logging https://signoz.io/blog/kubernetes-logging Learn Kubernetes logging best practices, log collection approaches, troubleshooting patterns, and monitoring with SigNoz. Thu, 11 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetry 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, 05 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryEngineering https://signoz.io/blog/opentelemetry-llm https://signoz.io/blog/opentelemetry-llm A hands-on guide to instrumenting a Python LLM app with OpenTelemetry, tracing agent workflows, understanding the developing GenAI ecosystem, and visualizing telemetry in SigNoz. Wed, 03 Jun 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) OpenTelemetryPython 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-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/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/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/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/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/blog/monitoring-openclaw-with-opentelemetry https://signoz.io/blog/monitoring-openclaw-with-opentelemetry Monitor your OpenClaw deployment with OpenTelemetry, from capturing agent telemetry to building dashboards. Sat, 21 Feb 2026 00:00:00 GMT hello@signoz.io (SigNoz Inc) openclawopentelemetry 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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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-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/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-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-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/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-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/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-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-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/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/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/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/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/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/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/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-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/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/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-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/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/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/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-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/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/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/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/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