Open-source observability for your GenAI or LLM application, based on OpenTelemetry

python open-source monitoring metrics ml datascience help-wanted observability good-first-issue artifical-intelligence model-monitoring opentelemetry open-telemetry opentelemetry-python llm good-first-issues generative-ai llmops

• Updated Nov 9, 2026
• Python

This repository contains the OpenTelemetry Astronomy Shop, a microservice-based distributed system intended to illustrate the implementation of OpenTelemetry in a near real-world environment.

demo prometheus jaeger opentelemetry opentelemetry-erlang opentelemetry-collector opentelemetry-rust opentelemetry-python opentelemetry-javascript opentelemetry-go opentelemetry-dotnet opentelemetry-java-agent

• Updated Nov 10, 2026
• TypeScript

OpenTelemetry Python exporters for Google Cloud Monitoring and Trace

python opentelemetry opentelemetry-python

• Updated Nov 5, 2026
• Python

Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenTelemetry.

kubernetes jaeger jaegertracing opentelemetry opentelemetry-collector opentelemetry-python opentelemetry-javascript opentelemetry-go opentelemetry-dotnet opentelemetry-java-agent

• Updated Apr 30, 2023
• Go

SDK to track cost-per-outcome for AI workflows

machine-learning tracing observability cost-optimization finops roi-analysis opentelemetry opentelemetry-python enterprise-solutions llm ai-ops outcomes-analytics genai genai-usecase cloud-cost-efficiency

• Updated Aug 18, 2026
• Python

Custom otelcol-contrib with exporter to telegram. And handler for loguru

telegram opentelemetry loguru opentelemetry-python otelcol

• Updated Apr 8, 2025
• Python

Dynatrace OpenTelemetry Metrics Exporter for Python

metrics dynatrace opentelemetry opentelemetry-python

• Updated Apr 23, 2024
• Python

Honeycomb's OpenTelemetry Python SDK distribution. This repo will be archived on August 12, 2025.

python observability honeycomb opentelemetry opentelemetry-python

• Updated Aug 13, 2025
• Python

Simple django project to test instrumentations

python dynatrace opentelemetry-python

• Updated Apr 1, 2024
• Python

OpenTelemetry instrumentation for aiobotocore.

python observability opentelemetry opentelemetry-python

• Updated Oct 11, 2026
• Python

A sample code for Cloud Trace + OpenTelemetry Trace codelab.

google-cloud python3 trace google-cloud-platform observability grpc-python stackdriver-trace opentelemetry opentelemetry-python cloud-trace

• Updated Mar 22, 2025
• Python

distributed tracing example with opentelemetry

microservices kafka trace observability otel opentelemetry opentelemetry-collector opentelemetry-python opentelemetry-javascript opentelemetry-go opentelemetry-cpp 011y

• Updated Jan 16, 2026
• Python

An observability backend for LLM applications that learns and fit you system

python agent framework trace xgboost optimization-framework xgboost-algorithm ml-pipeline ml-system opentelemetry opentelemetry-python agentops opentelemetry-instrumentation llm langchain langchain-python langgraph traceloop shortchain

• Updated Aug 25, 2026
• Python

Playground project that shows how to establish tracing with OpenTelemetry and Grafana Tempo in distributed system consiting of Python services.

tracing context-propagation opentelemetry opentelemetry-collector opentelemetry-python grafana-tempo

• Updated May 18, 2024
• Python

AutoOps is an AI-powered incident commander that ingests telemetry from production systems, correlates logs, metrics, traces, and deployment events, identifies the most probable root cause using evidence-based reasoning, and recommends the fastest path to resolution.

grafana prometheus jaeger opentelemetry opentelemetry-python

• Updated Jul 13, 2026
• Python

Export OpenTelemetry-compatible events to PostHog

monitoring instrumentation observability opentelemetry posthog opentelemetry-exporter opentelemetry-python

• Updated Nov 17, 2025
• Python

(Third-Party) OpenTelemetry Streaq Instrumentation

redis distributed-systems instrumentation asyncio typed task-queue trio otel fastapi opentelemetry opentelemetry-python anyio opentelemetry-instrumentation

• Updated May 22, 2026
• Python

This repository contains the examples used in the talk "Smells Like Clean Telemetry"

opentelemetry opentelemetry-collector opentelemetry-rust opentelemetry-python opentelemetry-javascript opentelemetry-java-agent

• Updated Nov 12, 2026
• Java

Enterprise-grade Python SDK for TelemetryFlow - the observability platform that provides unified metrics, logs, and traces collection following OpenTelemetry standards.

observability otel opentelemetry opentelemetry-python devopscorner telemetryflow opentelemetry-sdk

• Updated Jul 20, 2026
• Python

OpenTelemetry Community Demo Application

opentelemetry open-telemetry open-telemetry-java opentelemetry-erlang opentelemetry-collector open-telemetry-go opentelemetry-rust opentelemetry-python opentelemetry-javascript opentelemetry-php opentelemetry-go opentelemetry-dotnet open-telemetry-csharp open-telemetry-collector

• Updated Nov 5, 2026
• TypeScript