resources
OpenTelemetry
Articles on OpenTelemetry concepts, implementation, and its use cases.
Introduction
What is OpenTelemetry?

Elizabeth Mathew
11 min read
Exploring OpenTelemetry Demo Application with SigNoz

Elizabeth Mathew
11 min read
Choosing an OpenTelemetry backend - Things To Keep In Mind

Ankit Anand
12 min read
Top OpenTelemetry Tools Most Suited for OpenTelemetry Data

Favour Daniel
8 min read
OpenTelemetry API vs SDK - Key Differences Explained

Sushant Gaurav
14 min read
OpenTelemetry Architecture - Understanding the design concepts

Nitin Rohidas
8 min read
Unlocking Observability - Dive into OpenTelemetry's Top Use Cases

Favour Daniel
7 min read
OpenTelemetry Fundamentals
Core Concepts
OpenTelemetry Exporters - Types and Configuration Steps

Favour Daniel
10 min read
OpenTelemetry Operator Complete Guide [OTel Collector + Auto-Instrumentation Demo]

Favour Daniel
15 min read
Getting Started with OpenTelemetry Visualization - A Practical Guide

Ankit Anand
17 min read
OpenTelemetry UI - See What’s Possible With OpenTelemetry data

Favour Daniel
18 min read
OpenTelemetry - gRPC vs HTTP for Efficient Tracing

Bhavya Sachdeva
15 min read
Logs
Metrics
OpenTelemetry Collector
OpenTelemetry Collector from A to Z: A Production-Ready Guide

Ankit Anand
10 min read
How to Monitor Prometheus Metrics with OpenTelemetry Collector?

Favour Daniel
13 min read
SigNoz Community Call - Using OpenTelemetry Collector Processor

Priyansh Khodiyar
20 min read
Authentication Model in OpenTelemetry

Elizabeth Mathew
5 min read
OpenTelemetry Collector vs Agent - Key Differences Explained

Niyati Thakkar
13 min read
OpenTelemetry Collector vs. Fluentbit - Key Differences

Sushant Gaurav
17 min read
OpenTelemetry Collector vs Exporter - Key Differences Explained

Nitin Gouda
25 min read
Tracing and APM
What is Distributed Tracing in OpenTelemetry?

Nitin Rohidas
8 min read
Complete guide to OpenTelemetry Tracing (with code examples)

Ankit Anand
14 min read
Understanding OpenTelemetry Spans in Detail

Favour Daniel
15 min read
OpenTelemetry - Understanding Traces vs. Spans

Soumya Gupta
21 min read
Understanding OpenTelemetry - Trace ID vs. Span ID

Vivek Goswami
20 min read
An overview of Context Propagation in OpenTelemetry

Muskan Paliwal
7 min read
An Open Source OpenTelemetry APM | SigNoz

Ankit Anand
9 min read
Language and Frameworks
.Net
Flask
OpenTelemetry Flask Instrumentation Complete Tutorial

Ankit Anand
7 min read
Overview - Implementing OpenTelemetry in Python applications [Tutorial Series]

Srikanth Chekuri
3 min read
Setting up a basic Flask application

Srikanth Chekuri
3 min read
Setting up SigNoz

Ankit Anand
3 min read
Auto-instrumentation of Python applications with OpenTelemetry

Srikanth Chekuri
5 min read
Manually configuring agent for instrumenting Python applications

Srikanth Chekuri
3 min read
Create Manual Spans in Python application using OpenTelemetry

Srikanth Chekuri
7 min read
Create custom metrics in Python Application using OpenTelemetry

Srikanth Chekuri
6 min read
Configure OpenTelemetry logging SDK in a Python application

Srikanth Chekuri
2 min read
Customize metrics streams produced by OpenTelemetry SDK using views

Srikanth Chekuri
4 min read
Golang
Java
Next.js
Monitor NextJS with OpenTelemetry - Traces, Metrics, and Logs

Yuvraj Singh Jadon
14 min read
NextJS OpenTelemetry Use Cases - Monitoring 404s, External APIs, Exceptions & More

Yuvraj Singh Jadon
10 min read
Tracking Web Vitals & Widget Performance in Next.js with OpenTelemetry

Yuvraj Singh Jadon
5 min read
Structured Logging in NextJS with OpenTelemetry

Yuvraj Singh Jadon
19 min read
Deploying and Scaling OpenTelemetry in Production NextJS Apps

Yuvraj Singh Jadon
13 min read
NodeJS
OpenTelemetry Setup in a Nodejs Application

Ankit Anand
7 min read
Overview - Implementing OpenTelemetry in NodeJS with SigNoz - OpenTelemetry NodeJS

Yuvraj Singh Jadon
3 min read
Setting Up Docker and Your Local Environment - OpenTelemetry NodeJS

Yuvraj Singh Jadon
3 min read
Understanding and Cloning the Sample Application - OpenTelemetry NodeJS

Yuvraj Singh Jadon
5 min read
Autoinstrumentation for Traces - OpenTelemetry NodeJS

Yuvraj Singh Jadon
5 min read
Exploring Metrics created via Traces in SigNoz - OpenTelemetry NodeJS

Yuvraj Singh Jadon
4 min read
Setting up the Otel Collector - OpenTelemetry NodeJS

Yuvraj Singh Jadon
6 min read
Manual Instrumentation for Traces - OpenTelemetry NodeJS

Yuvraj Singh Jadon
5 min read
Setting up Custom Metrics - OpenTelemetry NodeJS

Yuvraj Singh Jadon
5 min read
Sending Logs to SigNoz - OpenTelemetry NodeJS

Yuvraj Singh Jadon
7 min read
Correlating Traces, Logs, and Metrics - OpenTelemetry NodeJS

Yuvraj Singh Jadon
5 min read
Python
Databases, Caches, and Messaging
Caches
Databases
How to Monitor MySQL Metrics with OpenTelemetry

Abhishek Kothari
15 min read
How to Monitor PostgreSQL metrics with OpenTelemetry

Deepam Kapur
18 min read
OpenTelemetry MongoDB | Monitor and visualize your MongoDB database calls

Pranshu Chittora
7 min read
How to Monitor MongoDB Metrics with OpenTelemetry

Abhishek Kothari
13 min read
Monitoring CouchDB with OpenTelemetry and SigNoz

Deepam Kapur
12 min read
Messaging & Streaming
Complete Guide to tracing Kafka clients with OpenTelemetry in Go

Nityananda Gohain
8 min read
Out-of-box OpenTelemetry-powered Kafka & Celery monitoring

Ankit Anand
5 min read
Maximizing Scalability - Apache Kafka and OpenTelemetry

Nočnica Mellifera
6 min read
How To Monitor RabbitMQ Metrics With OpenTelemetry

Deepam Kapur
12 min read
Infrastructure, Cloud, and CI/CD
CI/CD Observability
Cloud & Infrastructure Monitoring
Is OpenTelemetry ready for Infra Monitoring?

Elizabeth Mathew
7 min read
How to export Azure Monitor Metrics using OpenTelemetry to SigNoz

Jaikanth J
10 min read
Health Check Monitoring With OpenTelemetry | Complete Code Tutorial

Favour Daniel
16 min read
Amazon EKS Monitoring with OpenTelemetry [Step By Step Guide]

Jaikanth J
13 min read
OpenTelemetry ECS Tutorial - Monitor AWS ECS metrics [Step-By-Step Guide]

Abhishek Kothari
12 min read
Containers & Orchestration
Web Servers & Proxies
Implementing OpenTelemetry with Nginx - Instrument and visualize traces

Adnan Selimović
14 min read
Nginx Metrics and Logs Monitoring with OpenTelemetry

Abhishek Kothari
11 min read
Monitor HAProxy Metrics and Logs with OpenTelemetry [Step By Step Guide]

Abhishek Kothari
13 min read
How to Monitor Apache Server Metrics with OpenTelemetry

Favour Daniel
15 min read
LLMs, AI, and ML
Bringing Observability to Claude Code: OpenTelemetry in Action

Goutham Karthi
15 min read
LangChain Observability: How to Monitor LLM Apps with OpenTelemetry (With Demo App)

Goutham Karthi
13 min read
LLM Observability in the Wild - Why OpenTelemetry should be the Standard

Pranay Prateek
7 min read
Observing LlamaIndex Apps with OpenTelemetry + SigNoz

Goutham Karthi
14 min read
Observing Vercel AI SDK with OpenTelemetry + SigNoz

Goutham Karthi
11 min read







