iFixAi
Verdict: Open-source auditor for AI agents that simulates your business, sends realistic and out-of-role requests and grades whether the agent does what it is supposed to.
Fit Developer
Levels show who gets value from it — many tools work for both beginners and experts.
🚀 Getting started: Run `pip install ifixai`, try the no-key demo with `ifixai run --provider mock --eval-mode self`, then point it at your own agent.
✅ Good fit if you deploy AI agents and want to test their alignment and permissions before launch.
⛔ Not for you if you are not building or running an AI agent.
The score rates quality; this box tells you whether it suits you. How to read it
Free (open source, Apache-2.0); you pay your own model API costs · Official site: https://www.ifixai.ai/ · source checked 2026-10-26 (HTTP 200)
GitHub repo · ★ 34.9k stars (as of 2026-10-26) · More open-source AI
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