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OpenTelemetry Integration Guides

Infra

OpenTelemetry Docker Monitoring with Collector and Docker Stats

Monitor Docker containers with the OpenTelemetry Collector Docker Stats receiver. Collect CPU, memory, network, and block I/O metrics via Docker Compose.

Jun 26 2026 5 min read Read
Python

OpenTelemetry Flask Instrumentation and Monitoring

Instrument and monitor Flask applications with OpenTelemetry. Setup FlaskInstrumentor for automatic tracing, SQLAlchemy integration, performance monitoring, and error tracking.

May 13 2026 14 min read Read
Infra

Kafka Monitoring with OpenTelemetry Collector

Monitor Apache Kafka performance using OpenTelemetry Collector kafkametrics receiver. Track broker metrics, consumer lag, and partition health with real-time observability.

May 13 2026 9 min read Read
DBs

Monitor Redis with OpenTelemetry Collector

Complete Redis OpenTelemetry monitoring setup with Collector receiver. Configure Redis Otel metrics collection and visualize performance data with Uptrace.

May 13 2026 9 min read Read
PHP

OpenTelemetry Integration for Symfony: Full Guide

Learn how to implement OpenTelemetry in Symfony applications with step-by-step setup, auto-instrumentation, custom spans, metrics, and production configuration for PHP observability.

Apr 28 2026 7 min read Read
DBs

OpenTelemetry MySQL Monitoring [step by step]

Monitor your MySQL database using OpenTelemetry Collector mysql receiver and SDK instrumentation. Track query performance, connections, buffer pool usage, and replication lag.

Apr 27 2026 7 min read Read
Infra

OpenTelemetry RabbitMQ Monitoring Guide

Monitor your RabbitMQ cluster performance for free using Uptrace and OpenTelemetry Collector receiver. Track messages, queues, and broker health.

Apr 27 2026 8 min read Read
JavaScript

OpenTelemetry NestJS Instrumentation

Instrument a NestJS application with OpenTelemetry — auto-instrumentation, custom spans, distributed tracing, and exporting traces and metrics to Uptrace.

Apr 22 2026 11 min read Read
Infra

OpenTelemetry NGINX Instrumentation

Instrument NGINX with OpenTelemetry using ngx_otel_module. Auto-trace HTTP requests, propagate context, configure sampling, and export to OTLP collectors with 10-15% overhead.

Apr 16 2026 7 min read Read
AI

RAG Pipeline Observability with OpenTelemetry

How to trace every stage of a RAG pipeline with OpenTelemetry — embedding, vector search, reranking, context assembly, and LLM call — using LlamaIndex, LangChain, and Uptrace.

Apr 16 2026 10 min read Read
Python

OpenTelemetry Django: Traces, Metrics and Database Monitoring

Instrument Django with OpenTelemetry for automatic tracing, database query monitoring, and Celery task tracking. Setup guide with Docker.

Apr 15 2026 7 min read Read
JavaScript

OpenTelemetry Next.js: Tracing for App Router and Pages Router

Add OpenTelemetry to Next.js 15 and 16 with @vercel/otel or manual NodeSDK. Full setup for App Router, API routes, and server components.

Apr 15 2026 7 min read Read
Java

OpenTelemetry Spring Boot: Java Agent, Starter, and Manual Instrumentation

Set up OpenTelemetry in Spring Boot with the Java agent or Spring Boot starter. Traces, metrics, and logs for Spring Boot 3 and 4.

Apr 15 2026 7 min read Read
PHP

OpenTelemetry Integration for Laravel: Full Guide

Learn how to implement OpenTelemetry in Laravel applications with step-by-step setup, auto-instrumentation, and PHP observability best practices for production monitoring.

Apr 8 2026 6 min read Read
Ruby

Ruby on Rails Application Monitoring with OpenTelemetry

Rails monitoring guide using OpenTelemetry. Monitor Rails app performance, ActiveRecord queries, and server metrics with distributed tracing and APM capabilities.

Apr 8 2026 10 min read Read
AI

OpenTelemetry OpenAI Instrumentation

Instrument the OpenAI Python SDK with OpenTelemetry. Auto-capture gen_ai spans, token usage, model parameters, and errors with opentelemetry-instrumentation-openai.

Apr 7 2026 4 min read Read
Infra

OpenTelemetry Kubernetes Events Receiver [k8seventsreceiver]

Complete guide to the OpenTelemetry Kubernetes Events Receiver. Collect and analyze K8s events — CrashLoopBackOff, OOMKilling, image pull failures — with RBAC setup, filtering, and alerting examples.

Apr 5 2026 10 min read Read
Infra

OpenTelemetry Syslog Receiver

Complete guide to the OpenTelemetry Syslog Receiver. Configure TCP/UDP collection, RFC 3164 and RFC 5424 parsing, rsyslog and syslog-ng forwarding, and Kubernetes syslog integration.

Apr 5 2026 10 min read Read
Python

OpenTelemetry FastAPI Instrumentation and Monitoring

Add OpenTelemetry instrumentation to FastAPI apps using FastAPIInstrumentor.instrument_app(). Get automatic distributed tracing, metrics and performance monitoring.

Mar 30 2026 8 min read Read
Java

OpenTelemetry Log4j logs [Java]

OpenTelemetry Log4j appender integrates Log4j2 with OpenTelemetry, enabling automatic log correlation with traces and export to observability backends.

Mar 30 2026 6 min read Read
Java

OpenTelemetry Logback logging [Java]

OpenTelemetry Logback integrates Logback with OpenTelemetry through log appender export and MDC context injection for trace correlation.

Mar 30 2026 7 min read Read
Go

OpenTelemetry Logrus logs [otellogrus]

OpenTelemetry Logrus injects trace and span IDs for each logging statement, allowing you to correlate your logs with other telemetry data.

Mar 30 2026 5 min read Read
Go

OpenTelemetry Slog [otelslog]: Golang Bridge Setup & Examples

Complete guide to otelslog - OpenTelemetry Slog bridge for Golang. Setup slog.SetDefault with OTel handler, structured logging examples, and Go logging best practices.

Mar 30 2026 6 min read Read
Go

OpenTelemetry Zap [otelzap]: Golang Logging Bridge Setup & Examples

Complete guide to otelzap - OpenTelemetry Zap bridge for Golang. Setup otelzap with trace context injection, structured logging examples, and Go Zap best practices.

Mar 30 2026 7 min read Read
Go

OpenTelemetry Beego monitoring [otelbeego]

OpenTelemetry Beego is an OpenTelemetry instrumentation for the Beego web framework, a popular open-source web framework for building web applications in Go.

Mar 25 2026 6 min read Read
Go

OpenTelemetry Go Ent monitoring [otelent]

Learn how to monitor Ent ORM with OpenTelemetry for database query tracing, performance insights, and distributed tracing integration.

Mar 25 2026 7 min read Read
Go

OpenTelemetry Go net/http Instrumentation [otelhttp]

OpenTelemetry otelhttp instrumentation guide for Go net/http applications. Learn HTTP server and client setup with distributed tracing and metrics collection.

Mar 25 2026 6 min read Read
Python

OpenTelemetry Pyramid: Instrumentation and Monitoring Guide

Instrument and monitor Pyramid applications with OpenTelemetry. Setup auto-instrumentation, manual tracing, SQLAlchemy integration, and production deployment for Python web apps.

Mar 2 2026 5 min read Read
PHP

OpenTelemetry Slim Framework: Instrumentation and Monitoring Guide

Instrument and monitor Slim PHP applications with OpenTelemetry. Setup auto-instrumentation, manual tracing, database monitoring, and Docker deployment for PHP microservices.

Mar 2 2026 6 min read Read
Java

OpenTelemetry Tomcat: Instrumentation and Monitoring Guide

Monitor Apache Tomcat with OpenTelemetry Java Agent. Step-by-step setup for automatic tracing, JVM metrics, servlet instrumentation, and production deployment.

Mar 2 2026 5 min read Read
JavaScript

OpenTelemetry Node.js AWS Lambda

Learn how to instrument Node.js AWS Lambda functions with OpenTelemetry to gain visibility into serverless applications, track cold starts, and trace downstream dependencies.

Feb 26 2026 3 min read Read
DBs

OpenTelemetry PostgreSQL Monitoring

Monitor your PostgreSQL database using OpenTelemetry Collector postgres receiver. Track connections, query performance, replication, and table bloat.

Feb 26 2026 4 min read Read
Go

OpenTelemetry Echo by Labstack [otelecho]

Instrument the Echo web framework with otelecho middleware, export telemetry to Uptrace, and analyze traces plus metrics.

Feb 20 2026 5 min read Read
Python

OpenTelemetry Falcon Instrumentation and Monitoring

Instrument and monitor Falcon applications with OpenTelemetry. Setup FalconInstrumentor for automatic tracing, performance monitoring, and error tracking.

Feb 20 2026 6 min read Read
Go

OpenTelemetry Go-Zero monitoring [otelzero]

OpenTelemetry helps Go-Zero developers instrument, generate, collect, and export telemetry data from their applications.

Feb 20 2026 6 min read Read
Go

OpenTelemetry GORM monitoring [otelgorm]

Learn how to instrument GORM with OpenTelemetry for database query tracing, performance monitoring, and distributed tracing integration in Go applications.

Feb 14 2026 6 min read Read
Infra

OpenTelemetry HTTPcheck Receiver

Learn how to monitor HTTP endpoints with the OpenTelemetry Collector HTTPcheck receiver for uptime checks, response validation, and TLS certificate monitoring.

Feb 14 2026 5 min read Read
Elixir

OpenTelemetry Phoenix monitoring

Learn how to instrument Phoenix Framework with OpenTelemetry for distributed tracing, LiveView monitoring, and Ecto query tracing.

Feb 14 2026 5 min read Read
Go

Instrumenting Go database/sql with OpenTelemetry [otelsql]

Instrument Go database/sql with OpenTelemetry otelsql. Trace queries, monitor connection pool metrics, and detect performance issues in PostgreSQL, MySQL, and SQLite applications.

Feb 7 2026 7 min read Read
Infra

OpenTelemetry Filelog Receiver

Full guide to using the OpenTelemetry Filelog Receiver for reliable log collection. Covers parsing, multiline handling, Kubernetes setup, and production optimization.

Feb 7 2026 9 min read Read
Python

OpenTelemetry Celery Instrumentation Guide

Complete guide to monitoring Celery applications with OpenTelemetry. Learn task tracing, worker instrumentation, and Uptrace integration for distributed task queues.

Feb 4 2026 11 min read Read
Go

OpenTelemetry Gorilla Mux monitoring [otelmux]

Learn how to monitor Gorilla Mux with OpenTelemetry for distributed tracing, request metrics, and performance insights.

Feb 4 2026 6 min read Read
JavaScript

OpenTelemetry Express.js instrumentation

Use OpenTelemetry instrumentation to monitor and optimize Express.js performance.

Jan 28 2026 7 min read Read
Go

OpenTelemetry Gin Monitoring [otelgin]

OpenTelemetry Gin instrumentation allows to monitor performance of your Golang applications.

Jan 28 2026 6 min read Read
Ruby

OpenTelemetry Sinatra monitoring

Learn how to instrument Sinatra applications with OpenTelemetry for distributed tracing, request monitoring, and performance insights.

Jan 26 2026 6 min read Read
Python

OpenTelemetry SQLAlchemy monitoring

Learn how to instrument SQLAlchemy with OpenTelemetry to monitor database operations, track query performance, and debug slow queries in Python applications.

Jan 26 2026 5 min read Read
Go

OpenTelemetry Go AWS Lambda Instrumentation

Learn how to instrument Go AWS Lambda functions with OpenTelemetry for distributed tracing, metrics, and observability in serverless applications.

Jan 12 2026 5 min read Read
Java

OpenTelemetry Quarkus Instrumentation [Java]

Instrument Quarkus apps with OpenTelemetry extension. Auto-trace REST/gRPC/messaging, collect metrics, correlate logs, and compile to GraalVM native image with full observability support.

Dec 29 2025 8 min read Read
Go

OpenTelemetry Golang gRPC monitoring [otelgrpc]

Complete guide to OpenTelemetry gRPC instrumentation for Go. Automatic tracing, metrics collection, and monitoring with StatsHandler. Includes setup examples and troubleshooting.

Dec 1 2025 8 min read Read
PHP

PHP-FPM Monitoring with OpenTelemetry: Metrics, Alerts, and Dashboards

Monitor PHP-FPM performance with OpenTelemetry Collector and php-fpm_exporter. Collect process pool metrics, set up alerting on worker exhaustion, and visualize PHP-FPM health in Uptrace.

Nov 19 2025 7 min read Read