#logging

Like Prometheus, but for logs.

The OpenTelemetry .NET Client

OpenTelemetry Python API and SDK

A developer toolkit to implement Serverless best practices and increase developer velocity.

Fluentd: Unified Logging Layer (project under CNCF)

OpenTelemetry Go API and SDK

AI observability platform for production LLM and agent systems.

Powertools for AWS is a developer toolkit to implement Serverless best practices and increase developer velocity.

Logstash - transport and process your logs, events, or other data

OpenTelemetry instrumentation for JavaScript modules

The Rust OpenTelemetry implementation

Visualize, query, and stream to train on multimodal robotics data.

An opinionated GoLang framework for accelerated microservice development. Built in support for databases and observability.

Simple, powerful, and fast logging for Python.

ApplicationInsights-dotnet

IdentityModel extensions for .NET

The official Symfony SDK for Sentry (sentry.io)

Microsoft Application Insights SDK for Node.js

Bindplane’s distribution of the OpenTelemetry collector providing a simple and unified solution to collect, refine, and ship telemetry data anywhere

Testcontainers is a Python library that providing a friendly API to run Docker container. It is designed to create runtime environment to use during your automatic tests.

NLog - Flexible and Structured Logging for various .NET Platforms

Apache Log4j is a versatile, feature-rich, efficient logging API and backend for Java.

APM, Application Performance Monitoring System

Main repository for Datadog Agent

The official Laravel SDK for Sentry (sentry.io)

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

A simple logging interface for Go