Popular GitHub Repositories for Debug

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.

Make Llama2 use Code Execution, Debug, Save Code, Reuse it, Access to Internet

? PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms8909@nyu.edu

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

Visualizations and helpers to improve and debug machine learning models for Rasa Open Source

This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.

Learn, build, debug, and ship faster than ever with your favorite AI pair programmer.

Toolkit to Hack Your Deep Learning Models

The elegant Rails debug assistant. AI powered.

MoonPalace（月宫）是由 Moonshot AI 月之暗面提供的 API 调试工具。

AutoGDB: First Automatic Binary-exploitation Tool combining ML ReACT Reasoning and GDB Dynamic Debugging

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

? Langfuse documentation -- Langfuse is the open source LLM Engineering Platform. Observability, evals, prompt management, playground and metrics to debug and improve LLM apps

Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.

一个 Kubernetes MCP（模型控制协议）服务器，允许通过 MCP 工具与 Kubernetes 集群交互。

The first open-source comprehensive runtime debugging code agent

An MCP server to allow you to debug webpages using LLMs