A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring
⚡ Executive Summary & Quick Facts
Authoritative Sourceaibolit is aibolit is an open-source project written in Java: A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), cqfn/aibolit has accumulated 113 GitHub stars and 56 forks. It is written in Java, licensed under MIT, and ranks #25,174 globally. It is actively maintained with the latest commit recorded on Oct 30, 2026.”
| Repository | cqfn/aibolit ↗ |
|---|---|
| Primary Category | code quality |
| Language & Stack | Java |
| Software License | MIT |
| Community Traction | ★ 113 stars · ⑂ 56 forks · #25,174 globally |
| Maintenance | ● Active (Last commit: Oct 30, 2026) · 93 open issues |
| Target Audience | Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, aibolit is actively maintained. Continuous telemetry recorded the last code commit on Oct 30, 2026 (13 days ago). Supported by 113 stars and 56 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+1
STARS · LAST 30 DAYS
1
PER DAY
#1,843
MOST-STARRED Java
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +1 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
aibolit gained 1 stars in the last 30 days, about 1 a day, and now has 113. It is about 7 years old and has averaged roughly 16 stars a year. It ranks #1,843 among Java repositories and #25,174 across all languages on GitHubRepo.
Trending Record
42
DAYS ON TRENDING
#5359
BEST RANK
Sep 27, 2026
FIRST APPEARANCE
Active
STATUS TODAY
aibolit has maintained a continuous presence across global trending indexes, peaking at #5359. Below is the 30-day activity profile:
💡 Overview
aibolit is an open-source project written in Java: A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring.
Engineered for speed, consistency, and developer ease, it solves common hurdles in code-quality, machine-learning, machine-learning-algorithms. 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 Java 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
$ git clone https://github.com/cqfn/aibolit.git
cd aibolit⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
JDK 17 or higher (OpenJDK / GraalVM)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
aibolit coordinates its core functionality through a modular Java 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 aibolit into Java 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 MIT license.
🚀 Getting Started
Install aibolit using your package manager: `git clone https://github.com/cqfn/aibolit.git`
Initialize your project workspace or configuration file for aibolit.
Import aibolit into your codebase or invoke it directly from your terminal.
Execute your test suite or run `aibolit --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Java, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
cqfn/aibolit is currently ranked #25,174 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #25,066 | MichaelMillerman/RoughBeat | JavaScript | ★ 114 | Compare ↗ |
| #25,066 | bagusprts/DraftPound | JavaScript | ★ 114 | Compare ↗ |
| #25,066 | Fryankarangora/MidstVritra | JavaScript | ★ 114 | Compare ↗ |
| #25,066 | missuo/unfairplay-bot | Go | ★ 114 | Compare ↗ |
| #25,066 | Humpalumps/ultra-elements | JavaScript | ★ 114 | Compare ↗ |
| #25,174 | cqfn/aibolit This Project | Java | ★ 113 | |
| #25,174 | robmckinnon/rugalytics | Ruby | ★ 113 | Compare ↗ |
| #25,174 | cpjolicoeur/bb-ruby | Ruby | ★ 113 | Compare ↗ |
| #25,174 | tuulos/ringo | Erlang | ★ 113 | Compare ↗ |
| #25,174 | balinterdi/i15r | Ruby | ★ 113 | Compare ↗ |
| #25,174 | nitrogen/simple_bridge | Erlang | ★ 113 | Compare ↗ |
Frequently Asked Questions
What does aibolit do? +
A Static Analyzer for Java Powered by Machine Learning: Identifies Anti-Patterns Begging for Refactoring
Is aibolit actively maintained in 2026? +
Yes, aibolit is actively maintained. The latest code push was recorded on Oct 30, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 113 stars and 93 open issues.
What language is aibolit written in? +
The primary language is Java. Topics include: code-quality, machine-learning, machine-learning-algorithms, python, quality-control.
How many stars does aibolit have? +
aibolit has 113 stars and 56 forks on GitHub.
How does aibolit rank among GitHub repositories? +
With 113 stars, cqfn/aibolit is ranked #25,174 globally across all repositories tracked on GitHubRepo and #1,843 among Java projects.
What license is aibolit distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
