dkondo/agent-tackle-box
A toolkit for developing AI agents, including agent-debugger: Terminal debugger for LangGraph & LangChain agents. Debug LLM agents with state inspection, tool calls, semantic breakpoints, and Python program stepping in one Textual UI.
This tool helps AI developers diagnose issues with their LangGraph or LangChain AI agents. It allows you to inspect the agent's internal state, messages, and tool usage, alongside stepping through the underlying Python code. You can see how an AI agent processes information and makes decisions, helping you understand and fix its behavior.
Use this if you are developing AI agents and need a comprehensive way to debug their complex interactions and underlying code in a single environment.
Not ideal if you are looking for a tool to monitor the performance of deployed AI agents or to visualize agent interactions at a high level without code-level debugging.
Stars
49
Forks
4
Language
Python
License
MIT
Category
Last pushed
Feb 24, 2026
Commits (30d)
0
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