3 Open-Source Tools to Debug AI Agents

Key Takeaways

AI agents are powerful but let's be honest they are kind of black boxes you don't really know what's happening under the hood but not anymore here are three open- Source tools that let you trace every llm call tool use and decisions your AI agent makes whether you are using Lang chain crew aai or llama index number one agent Ops SDK visualize agent runs replay each step and maintain a complete data trail all just in two lines of code great for debugging and improving your agents reason number two Lang fuse a powerful open- Source llm engineering platform it lets team collaboratively monitor evaluate and debug AI apps fully self hostable model agnostic and production ready number three Helicon an all-in-one observability tool for llms inspect and debug traces track metrics like cost latency quality and auto runs evels integrates in just one line of code these tools are game changers if you are building serious AI products transparent traceable and production ready try them out and level up your AI game share your experience in the comments