Sublayer

Sublayer - Model-agnostic AI Agent Framework in Ruby

Sublayer is a model-agnostic AI agent framework built with Ruby that enables developers to quickly create AI-powered agents and automations. It provides a RubyGem (Sublayer) to accelerate building AI agents, supports AI-powered code reviews with context-aware rules, and offers smart weekly summaries to keep teams informed about project progress across all repositories and projects. The framework is designed to integrate with development workflows, enabling rapid experimentation and deployment of AI-driven devtools.

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What It Is

• A Ruby-based framework and gem for constructing AI agents and automations that can operate across codebases, tasks, and workflows.
• Focused on developer productivity: AI-assisted code reviews, smart summaries, and extensible agent capabilities.
• Model-agnostic: can work with a variety of underlying AI models and services.

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How to Use Sublayer

1. Install the Sublayer gem

• Add the Sublayer gem to your Ruby project and run bundle install or gem install sublayer.

1. Create or configure an AI agent

• Use the provided APIs to define agent behavior, rules, and data sources.

1. Connect sources and tasks

• Integrate with your code repositories, issue trackers, CI/CD, or other tools.

1. Run and iterate

• Deploy agents locally or in your infrastructure and iteratively refine rules and prompts.

1. Leverage AI-powered code reviews

• Apply context-aware rules during code review to enforce project standards and quality gates.

1. Receive weekly summaries

• Get smart summaries that capture team progress and project health across all projects, delivered in your preferred format.

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Core Features

• Model-agnostic AI agent framework in Ruby via the Sublayer gem
• AI-powered code reviews with context-aware rule enforcement
• Weekly smart summaries of progress across all projects
• Rapid experimentation with AI-powered devtools and automations
• Easy integration with multiple code repositories and project management tools
• Extensible architecture for building custom agents and automations
• Focus on developer workflow and productivity