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.
⚡ Executive Summary & Quick Facts
Authoritative SourceiFixAi is iFixAi is an open-source project written in Python: 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ifixai-ai/iFixAi has accumulated 43,015 GitHub stars and 1,780 forks. It is written in Python, licensed under Apache-2.0, and ranks #342 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | ifixai-ai/iFixAi ↗ |
|---|---|
| Primary Category | agent evaluation |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 43K stars · ⑂ 1.8K forks · #342 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 5 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 100/100 · Grade A+Yes, iFixAi is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (10 days ago). Supported by 43,015 stars and 1,780 community forks, this repository holds a calculated health index of 100/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+19.1K
STARS · LAST 30 DAYS
637
PER DAY
#85
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +19.1K | +57.3K |
| Per day | 1 | 637 | 637 |
| Forks gained | +0 | +337 | +89 |
iFixAi gained 19.1K stars in the last 30 days, about 637 a day, and now has 43K. It is about 1 year old and has averaged roughly 43K stars a year. It ranks #85 among Python repositories and #342 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#4
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
iFixAi has maintained a continuous presence across global trending indexes, peaking at #4. Below is the 30-day activity profile:
💡 Overview
iFixAi is an open-source project written in Python: 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install iFixAi⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
iFixAi coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed iFixAi into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open source license.
🚀 Getting Started
Install iFixAi using your package manager: `pip install iFixAi`
Initialize your project workspace or configuration file for iFixAi.
Import iFixAi into your codebase or invoke it directly from your terminal.
Execute your test suite or run `iFixAi --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
ifixai-ai/iFixAi is currently ranked #342 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #337 | exelban/stats | Swift | ★ 43.3K | Compare ↗ |
| #338 | Niko1221/Strata | C++ | ★ 43.3K | Compare ↗ |
| #339 | SunshineStream/Sunshine | C++ | ★ 43.3K | Compare ↗ |
| #340 | sxyazi/yazi | Rust | ★ 43.1K | Compare ↗ |
| #341 | agno-agi/agno | Python | ★ 43.1K | Compare ↗ |
| #342 | ifixai-ai/iFixAi This Project | Python | ★ 43K | |
| #343 | duckdb/duckdb | C++ | ★ 43K | Compare ↗ |
| #344 | FuelLabs/fuels-rs | Rust | ★ 43K | Compare ↗ |
| #345 | FuelLabs/fuels-ts | TypeScript | ★ 42.9K | Compare ↗ |
| #346 | saadeghi/daisyui | JavaScript | ★ 42.8K | Compare ↗ |
| #347 | XTLS/Xray-core | Go | ★ 42.8K | Compare ↗ |
Frequently Asked Questions
What does iFixAi do? +
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.
Is iFixAi actively maintained in 2026? +
Yes, iFixAi is actively maintained. The latest code push was recorded on Nov 2, 2026 (10 days ago). It holds a calculated Maintenance Health Score of 100/100 (A+ rating) with 43,015 stars and 5 open issues.
What language is iFixAi written in? +
The primary language is Python. Topics include: agent-evaluation, ai, ai-alignment, ai-evaluation, ai-governance.
How many stars does iFixAi have? +
iFixAi has 43,015 stars and 1,780 forks on GitHub.
How does iFixAi rank among GitHub repositories? +
With 43,015 stars, ifixai-ai/iFixAi is ranked #342 globally across all repositories tracked on GitHubRepo and #85 among Python projects.
What license is iFixAi distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
