# [ifixai-ai/iFixAi](https://github.com/ifixai-ai/iFixAi) Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds. 45.2k stars · 1.8k forks · Python Quick update: star history is from the full report of Oct 22, 2026. Caution One person wrote most of the recent commits. ## Why - One person wrote 74% of human commits in the last year, so the project depends on them continuing. ([source 1](https://github.com/ifixai-ai/iFixAi/commits), [source 2](https://github.com/ifixai-ai/iFixAi/graphs/contributors)) ### What would change this - A second person takes a substantial share of commits. - Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.; Authors in the last 90 days are counted from the sampled commits only.) ## Maintenance Partial Active **Human commits, 30 days** 90 **Human commits, 90 days** 285 **Human commits, 365 days** 364 **Bot share of commits, 365 days** 3% **Last commit** Nov 12, 2026 (21 hours ago) **Last human commit** Nov 12, 2026 (21 hours ago) **Authors, 90 days** 14 **Last release** Oct 22, 2026 (21 days ago) **Median PR merge time** 27 hours Responsiveness: of 6 recent issues, 100% got a maintainer reply. Median first response: 28 hours. - Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share. - Authors in the last 90 days are counted from the sampled commits only. Sources: [Commits](https://github.com/ifixai-ai/iFixAi/commits), [Releases](https://github.com/ifixai-ai/iFixAi/releases), [Merged pull requests](https://github.com/ifixai-ai/iFixAi/pulls?q=is%3Apr+is%3Amerged), [Issues](https://github.com/ifixai-ai/iFixAi/issues?q=is%3Aissue) ## People Complete **Owner** Organization **Commits sampled** 97 since Nov 13, 2025 **Authors for half of commits** 1 **Authors for 80% of commits** 2 **Contributors** 24 ### Top committers - rudycelekli: 74% of commits - n-papaioannou: 7% of commits - pcbeingused333: 3% of commits - stefyi-4355: 3% of commits - dajiaohuang: 2% of commits - Shares come from the newest sampled commits, since the commit sample is capped. Sources: [Commits](https://github.com/ifixai-ai/iFixAi/commits), [Contributors](https://github.com/ifixai-ai/iFixAi/graphs/contributors) ## Stars Complete Organic, confidence medium Bars show stars gained each week. Red bars overlap a burst. ### Bursts - **Jul 3, 2026 to Jul 6, 2026**: about 352 more stars than usual, peak 278 in one day, a spike that tapers off. Outside explanation: a jump in forks, a new release. - **Jul 23, 2026 to Aug 1, 2026**: about 1.8k more stars than usual, peak 343 in one day, a spike that tapers off. Outside explanation: a jump in forks, a new release. - **Aug 4, 2026 to Aug 11, 2026**: about 3.6k more stars than usual, peak 993 in one day, a spike that tapers off. Outside explanation: a jump in forks, a new release. Anyone can buy stars for any repo; bursts alone don't prove the owner did. - The star history looks organic. - Star history from the full report of Oct 22, 2026; this update did not re-read it. Sources: [How star history is analyzed](https://reporadar.ai/methodology#stars) ## Risk Complete ### Flags No risk flags. ### License **Now** Apache-2.0 (OSI-approved) **A year ago** Not known ### Packages - **ifixai** (PYPI): latest 4.3.0, published Oct 22, 2026 Advisories for the latest version: none listed Package and advisory data: deps.dev and OSV. Sources: [GitHub: ifixai-ai/iFixAi](https://github.com/ifixai-ai/iFixAi), [deps.dev: PyPI ifixai](https://deps.dev/pypi/ifixai) ## Compare Weighing ifixai-ai/iFixAi against an alternative? See both side by side. ## Badge ![RepoRadar: Caution](data:image/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20width%3D%22112%22%20height%3D%2220%22%20role%3D%22img%22%20aria-label%3D%22reporadar%3A%20caution%22%3E%3Ctitle%3Ereporadar%3A%20caution%3C%2Ftitle%3E%3CclipPath%20id%3D%22r%22%3E%3Crect%20width%3D%22112%22%20height%3D%2220%22%20rx%3D%223%22%2F%3E%3C%2FclipPath%3E%3Cg%20clip-path%3D%22url(%23r)%22%3E%3Crect%20width%3D%2263%22%20height%3D%2220%22%20fill%3D%22%23555%22%2F%3E%3Crect%20x%3D%2263%22%20width%3D%2249%22%20height%3D%2220%22%20fill%3D%22%23dfa000%22%2F%3E%3C%2Fg%3E%3Cg%20fill%3D%22%23fff%22%20text-anchor%3D%22middle%22%20font-family%3D%22Verdana%2CGeneva%2CDejaVu%20Sans%2Csans-serif%22%20font-size%3D%2211%22%3E%3Ctext%20x%3D%2232%22%20y%3D%2214%22%3Ereporadar%3C%2Ftext%3E%3Ctext%20x%3D%2288%22%20y%3D%2214%22%3Ecaution%3C%2Ftext%3E%3C%2Fg%3E%3C%2Fsvg%3E) Add this to a README to show the current verdict: ``` [![RepoRadar](https://reporadar.ai/ifixai-ai/iFixAi/badge.svg)](https://reporadar.ai/ifixai-ai/iFixAi) ``` ## Follow Get told when this verdict changes. Add the feed to any feed reader: you get one entry per change, not one per refresh. ``` https://reporadar.ai/ifixai-ai/iFixAi/feed.xml ``` [Open the feed](https://reporadar.ai/ifixai-ai/iFixAi/feed.xml) ## More repos rated Caution [See all](https://reporadar.ai/-/reports/caution) - [DataExpert-io/data-engineer-handbook](https://reporadar.ai/DataExpert-io/data-engineer-handbook) 45.1k stars - [sudheerj/reactjs-interview-questions](https://reporadar.ai/sudheerj/reactjs-interview-questions) 44.9k stars - [juanfont/headscale](https://reporadar.ai/juanfont/headscale) 45.6k stars - [reactive-resume/reactive-resume](https://reporadar.ai/reactive-resume/reactive-resume) 45.7k stars - [ColorlibHQ/AdminLTE](https://reporadar.ai/ColorlibHQ/AdminLTE) 45.7k stars - [gkd-kit/gkd](https://reporadar.ai/gkd-kit/gkd) 44.6k stars ## Earlier verdicts - Nov 13, 2026: Caution - Nov 12, 2026: Caution - Nov 11, 2026: Caution - Nov 10, 2026: Caution - Nov 9, 2026: Caution - Nov 8, 2026: Caution - Nov 7, 2026: Caution - Nov 6, 2026: Caution - Nov 5, 2026: Caution - Nov 4, 2026: Caution Computed 8 hours ago · method 2026.10.2 Source: https://reporadar.ai/ifixai-ai/iFixAi