iFixAi

Just because an agent completes a task does not mean that it has done it “correctly.” Has it concealed any information, acted beyond its authority, or overruled someone else’s decisions without permission? What iFixAi aims to do is conduct independent audits of such issues; the company compares itself officially to the “Michelin Guide for evaluating the credibility of agents.”

The process consists of five steps: connection, simulation, auditing, report generation, and awarding badges. Agents can connect through GitHub or MCP. The audit covers more than 64 types of alignment issues, ranging from the injection of prompts and the control over tool calls to ensuring that actions are in line with the intentions of the principal. Finally, a report backed by evidence is produced, and agents who pass the audit can be awarded a badge as recognition of their achievement.

The commercial version is categorized based on the number of proxies and the frequency of monthly checks. The basic package includes 2 proxies and 85 checks; higher-tier packages, such as Growth and Enterprise, offer additional features including official manual audits. However, the specific pricing details are not clearly stated on the product page. There is also an open-source engine based on the Apache 2.0 protocol, which allows users to deploy it themselves and configure the model keys manually. This version includes 60 check items and has received many positive reviews on GitHub.

If your proxy has the ability to manipulate funds or customer data, or if a team is simultaneously operating more than three such proxies, it is inevitable that some external audits will be required at some point. You can start by using the open-source version to get a preliminary understanding of the situation.