Smol Developer: Your AI-Powered Junior Developer

Introduction

Smol developer is a groundbreaking library that brings the power of AI to your development workflow. It's the first of its kind, allowing you to embed a developer agent directly into your application. This 'junior developer' AI can either scaffold an entire codebase from a product specification or provide you with the essential building blocks to integrate an AI developer into your own projects.

Key Features

1. Whole Program Synthesis

Smol developer excels at creating coherent, complete codebases from high-level product specifications. This capability goes beyond simple code generation, as it understands and maintains dependencies across files, ensuring a fully functional end product.

2. Flexible Usage Modes

• Git Repo Mode: Clone the repository and use it to prototype and develop apps with human-in-the-loop interaction.
• Library Mode: Import smol developer into your own projects, giving you fine-grained control over the AI's capabilities.
• API Mode: Utilize smol developer through an API, allowing for easy integration into various workflows and applications.

3. Language and Framework Agnostic

While the core is written in Python, smol developer can generate code for a wide range of languages and frameworks, making it a versatile tool for diverse development needs.

4. Innovative Prompting Techniques

Smol developer leverages advanced prompting techniques, including:

• Using Markdown for whole program synthesis
• Specifying prompts within code
• Copy-and-paste programming for API understanding
• Debugging through whole codebase analysis

Use Cases

1. Rapid Prototyping: Quickly generate functional prototypes from high-level descriptions.
2. Learning New APIs: Easily integrate unfamiliar APIs by letting smol developer handle the implementation details.
3. Code Scaffolding: Generate boilerplate code and project structures for various types of applications.
4. Cross-Platform Development: Create applications for different platforms without extensive knowledge of each platform's specifics.

Benefits

• Time-Saving: Dramatically reduce the time needed to set up new projects or implement complex features.
• Consistency: Ensure consistent coding patterns and structures across your projects.
• Learning Tool: Use smol developer to understand how to implement certain features or work with new technologies.
• Flexibility: Adapt the AI to your specific needs and workflows.

Getting Started

To start using smol developer, you can either clone the Git repository or install it via pip:

pip install smol_dev

Then, you can use it in your Python scripts:

from smol_dev.prompts import plan, specify_file_paths, generate_code_sync

prompt = "a HTML/JS/CSS Tic Tac Toe Game"
shared_deps = plan(prompt)
file_paths = specify_file_paths(prompt, shared_deps)

for file_path in file_paths:
    code = generate_code_sync(prompt, shared_deps, file_path)
    # Use the generated code as needed

Conclusion

Smol developer represents a significant leap forward in AI-assisted software development. By providing a flexible, powerful 'junior developer' that can be embedded directly into your workflow, it opens up new possibilities for rapid development, learning, and innovation. Whether you're a seasoned developer looking to streamline your processes or a newcomer seeking to understand complex coding concepts, smol developer offers a unique and valuable toolset for modern software creation.