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carldaws
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carldaws/hunch

Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev

Ruby ◇ ai MIT
★17STARS
⑂0FORKS
!0ISSUES
🏆#8,473GLOBAL RANK
🔥4DAYS TRENDING
🚀
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Star History

Continuous Observations
Interactive star growth chart for carldaws/hunch
CSV

Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,167

MOST-STARRED Ruby

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

hunch gained 10 stars in the last 30 days, about 1 a day, and now has 17. It is about 1 year old and has averaged roughly 17 stars a year. It ranks #1,167 among Ruby repositories and #8,473 across all languages on GitHubRepo.

Trending Record

hunch has maintained a continuous presence across global trending indexes, peaking at #4705. 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

1

Optimized execution pipeline written in Ruby for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ 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

1

Install hunch using your package manager: `git clone https://github.com/carldaws/hunch.git`

2

Initialize your project workspace or configuration file for hunch.

3

Import hunch into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `hunch --help` to verify successful setup.

👍 Strengths

Active community backing with 16 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT license.
Built in Ruby for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Ruby and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

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👥 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 #8,473 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#8,413 Bunn/iphone-duo-skill Swift ★ 18 Compare ↗
#8,413 Qew7/jev-feels Ruby ★ 18 Compare ↗
#8,413 jasonkneen/agent-desktop Swift ★ 18 Compare ↗
#8,413 rPlayAI/cafari-lite Swift ★ 18 Compare ↗
#8,413 merybist/AirCard-Injector Swift ★ 18 Compare ↗
#8,473 carldaws/hunch This Project Ruby ★ 17
#8,473 up_the_irons/credit_card_tools Ruby ★ 17 Compare ↗
#8,473 ndarilek/rb-gps Ruby ★ 17 Compare ↗
#8,473 brosner/django-sqlalchemy Python ★ 17 Compare ↗
#8,473 norbert/has_uuid Ruby ★ 17 Compare ↗
#8,473 robmckinnon/morph Ruby ★ 17 Compare ↗

Frequently Asked Questions

What does hunch do? +

Probabilistic control flow for Ruby and Rails - powered by TypeSafe's Jev

What language is hunch written in? +

The primary language is Ruby. Topics include: ai, jev, ruby, ruby-gem, s1-models.

Is hunch actively maintained? +

Yes, the last recorded push was on Sep 25, 2026 with 0 open issues being tracked.

How many stars does hunch have? +

hunch has 17 stars and 0 forks on GitHub.

How does hunch rank among GitHub repositories? +

With 17 stars, carldaws/hunch is ranked #8,473 globally across all repositories tracked on GitHubRepo and #1,167 among Ruby projects.

What license is hunch distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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