Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev
⚡ Executive Summary & Quick Facts
Authoritative Sourcehunch is hunch is an open-source project written in Ruby: Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), carldaws/hunch has accumulated 19 GitHub stars and 0 forks. It is written in Ruby, licensed under MIT, and ranks #32,291 globally. It is actively maintained with the latest commit recorded on Sep 25, 2026.”
| Repository | carldaws/hunch ↗ |
|---|---|
| Primary Category | ai |
| Language & Stack | Ruby |
| Software License | MIT |
| Community Traction | ★ 19 stars · ⑂ 0 forks · #32,291 globally |
| Maintenance | ● Active (Last commit: Sep 25, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Ruby, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 85/100 · Grade AYes, hunch is actively maintained. Continuous telemetry recorded the last code commit on Sep 25, 2026 (48 days ago). Supported by 19 stars and 0 community forks, this repository holds a calculated health index of 85/100, reflecting regular maintenance (48 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#3,060
MOST-STARRED Ruby
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
hunch gained 0 stars in the last 30 days, about 1 a day, and now has 19. It is about 1 year old and has averaged roughly 19 stars a year. It ranks #3,060 among Ruby repositories and #32,291 across all languages on GitHubRepo.
Trending Record
44
DAYS ON TRENDING
#2240
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
hunch has maintained a continuous presence across global trending indexes, peaking at #2240. Below is the 30-day activity profile:
💡 Overview
hunch is an open-source project written in Ruby: Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, jev, ruby. 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 Ruby 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/carldaws/hunch.git
cd hunch⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Ruby >= 3.1 with Bundler
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
hunch coordinates its core functionality through a modular Ruby 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with hunch.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install hunch using your package manager: `git clone https://github.com/carldaws/hunch.git`
Initialize your project workspace or configuration file for hunch.
Import hunch into your codebase or invoke it directly from your terminal.
Execute your test suite or run `hunch --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Ruby, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
carldaws/hunch is currently ranked #32,291 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #32,085 | YeFeng233/HyperPods-X | Kotlin | ★ 20 | Compare ↗ |
| #32,085 | BinaryTape/a2ui-kmp | Kotlin | ★ 20 | Compare ↗ |
| #32,085 | hazir6677/The-Unwind-Launcher | Kotlin | ★ 20 | Compare ↗ |
| #32,085 | shulhi/rexling | Kotlin | ★ 20 | Compare ↗ |
| #32,085 | draganescu/wordpress-for-writers | PHP | ★ 20 | Compare ↗ |
| #32,291 | carldaws/hunch This Project | Ruby | ★ 19 | |
| #32,291 | mojombo/fixture-scenarios | Ruby | ★ 19 | Compare ↗ |
| #32,291 | mattfoster/gnuplot-tmbundle | Ruby | ★ 19 | Compare ↗ |
| #32,291 | tenderlove/icanhasaudio | C | ★ 19 | Compare ↗ |
| #32,291 | bart9h/cave9 | C | ★ 19 | Compare ↗ |
| #32,291 | relevance/multi_rails | Ruby | ★ 19 | Compare ↗ |
Frequently Asked Questions
What does hunch do? +
Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev
Is hunch actively maintained in 2026? +
Yes, hunch is actively maintained. The latest code push was recorded on Sep 25, 2026 (48 days ago). It holds a calculated Maintenance Health Score of 85/100 (A rating) with 19 stars and 0 open issues.
What language is hunch written in? +
The primary language is Ruby. Topics include: ai, jev, ruby, ruby-gem, s1-models.
How many stars does hunch have? +
hunch has 19 stars and 0 forks on GitHub.
How does hunch rank among GitHub repositories? +
With 19 stars, carldaws/hunch is ranked #32,291 globally across all repositories tracked on GitHubRepo and #3,060 among Ruby projects.
What license is hunch distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
