🧠Future AGI has built Agent Compass to Debug and Understand AI Agents (Finally)
They just launched it on Dev Hunt.
👉 https://devhunt.org/tool/agent-compass-by-future-agi
If you’ve ever worked with AI agents, you’ve probably faced this:
The agent works great one day, breaks the next… and you have no clue why.
Agent Compass is an open-source observability and evaluation toolkit that helps you trace, understand, and debug AI agents in production-like environments.
Here’s what it does:
Trace-level visibility: See every tool call, decision, and reasoning step your agent takes.
Span-level metrics: Capture accuracy, latency, and performance data for each action.
Root-cause insights: Identify where reasoning broke or hallucinations started.
Framework-friendly: Works out of the box with LangChain, LlamaIndex, or any custom SDK.
The goal is basically to stop guessing why an agent behaved a certain way and start understanding it.
If you’re running or scaling LLM-based agents, this will definitely make your life easier by aeons. You'll be left wondering how you ever managed without it in the first place (speaking from personal experience)
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