---
title: FallnAI Autonomous Software Developer
emoji: 🚀
colorFrom: pink
colorTo: purple
sdk: docker
app_port: 7860
---

# FallnAI Autonomous Software Development Platform

This is a proof-of-concept autonomous software development platform. It leverages a crew of AI agents using open-source Large Language Models (LLMs) from Hugging Face to write, test, and correct its own code within a secure Docker sandbox. It automatically pushes the final, working code and documentation to a new GitHub repository.

## How it works

1.  **Frontend**: A simple web UI in `index.html` allows users to submit a software request.
2.  **Backend**: The Flask application in `app.py` receives the request.
3.  **Agent Crew**: The backend uses the CrewAI framework to orchestrate a team of specialized agents (e.g., Planner, Coder, Tester) to execute a sequential development process: plan, code, test, and document.
4.  **LLMs & Transformers**: Each agent uses an LLM (accessed via the `transformers` library) as its core reasoning engine to perform its task.
5.  **Sandboxing**: The generated code is executed inside a temporary, isolated Docker container to prevent any malicious code from affecting the host system.
6.  **Correction Loop**: The LLM analyzes the output and errors from the sandbox and corrects the code until it passes.
7.  **Documentation & Deployment**: A dedicated agent writes a `README.md` file, and a DevOps agent pushes all final files to a new, unique GitHub repository.

Give it a try! You can describe any simple Python script, such as "a program that calculates the factorial of a number."