What is Agent Compass?

🧭 Agent Compass is Live on Product Hunt! Please upvote
👉 https://shorturl.at/xR6zL

TL;DR
Capture hallucinations. Find causes. Fix faster.

What is Agent Compass?
If you’ve ever shipped an AI agent, you know the pain: hallucinations, loops, random failures buried deep in traces. Debugging them can take hours and you still end up guessing what actually went wrong.

Agent Compass changes that. It’s the first tool for root-cause debugging of AI agents, built to give you clarity in minutes, not hours.

Here’s what it does:
🐞 Clusters failures & hallucinations across multiple runs so you see recurring issues, not isolated noise.

🕵️ Uncovers root causes with evidence whether it’s prompt drift, retrieval misses, tool latency, or API errors.

⚡ Prescribes fixes via ready-to-use playbooks, so you go from “what happened?” to “let’s fix it” instantly.

⏱️ With just 4 lines of code, you get the full story of your agent without writing or tuning evals manually.

Why this matters?
Debugging AI agents has been guesswork for too long. Traditional “LLM-as-a-judge” evals only look at outputs in isolation. Compass looks at entire traces across runs, clusters them into patterns, and points directly to root causes.
This means:
No more hunting through 10,000 spans.
No more trial-and-error tuning.
Reliable agents that ship faster.

Try it yourself
Want to debug your agents in under 5 minutes for free? Here’s everything you need:
📑 SDK → https://shorturl.at/T4G9B
🖥️ App → https://shorturl.at/Lx4t2
📄 Research Paper → https://shorturl.at/7ILYN

Would love your feedback, questions, or even edge-case horror stories in the comments. Let’s make debugging agents pain-free, together. 💜