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AI agents and automation

iFixAi

by ifixai-ai

iFixAi is a command-line tool that tests an AI agent by placing it in a simulation of your business and sending it realistic requests, including ones that push it beyond its role. A separate AI judge grades each reply, so you can see whether the agent behaves as intended.

Worth a lookEstablished, with a few things to check (listed below).

View on GitHubProject website

Stars
35.3k +348 a day
Licence
Apache-2.0
Runs on
Your computer
Setup
Moderate
Language
Python
Age
182 days

What you can do with it

  • Run a quick audit of an AI agent with a chat endpoint and get a scorecard in your terminal
  • Check whether an agent stays within its role, resists prompt injection and avoids unauthorised actions
  • Ask a coding agent such as Claude Code, Codex or Cursor to build the simulation and run the audit for you

Make money with it

A freelancer could offer AI agent audits to businesses, using the tool to produce evidence-based reports on how their agents behave.

An idea, not financial advice. Check the licence before charging for anything built on it.

Ways a business could use it

  • Test a customer support or operations agent before launch to catch mistakes that could cost money or damage trust
  • Produce audit reports to show clients or regulators that an agent has been checked for safety and role compliance

Can you use it commercially?

Free to use, change and sell, including in paid products. Keep the copyright notice.

Not legal advice. Read the project's licence file before building a product on it.

Getting it running

Install it with pip (Python 3.10 or newer) in a virtualenv, then run the ifixai command, or add it as a plugin or skill in a coding agent.

Follow the official instructions in the project README.

Things to check

  • Real audits need API keys for a judge model from a different provider, which costs money
  • The star count looks unusually high for a project of this kind, so treat popularity figures with caution
  • Results depend on an AI judge, so grades may not always be reliable

Who's talking about it

Checked 27 Oct 2026. Summary drafted by AI from the project's README.

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