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Autonomous Coding Workflow

TLDR 🔴

git clone https://github.com/hem9984/Azlon-demo.git
cd Azlon-demo

echo "OPENAI_KEY=sk-..." > .env

docker compose up

• Frontend UI: http://localhost:8080/
• Restack UI: http://localhost:5233/runs

All the codefiles for every run is saved in !!!

Azlon-demo/llm-output

Usage in Frontend UI

1. Enter your user_prompt and test_conditions.
2. Click "Run Workflow".
3. Wait for your project code to complete!

• 🤖 It will recursively generate code, run the code, and fix the code if needed until it deems that your test case(s) are fulfilled.

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Overview

This project sets up an autonomous coding workflow using Restack, OpenAI’s GPT models, Docker-in-Docker for building and running Docker images, and a frontend React UI to interact with the system. Users can provide a user_prompt and test_conditions to generate code automatically, run it in a containerized environment, and validate the results. Users can also toggle an "advanced mode" to edit system prompts directly.

Prerequisites

Docker & Docker Compose:

• Ensure Docker (>= 20.10) and Docker Compose (>= 1.29) are installed.
• Install Docker | Install Docker Compose

Usage

1. Open the frontend URL (http://localhost:8080/) in your browser. a. Also open http://localhost:5233/runs if you want to view the process in real-time!
2. Enter your user_prompt and test_conditions. a. Toggle advanced mode if you want to modify the system prompts.
3. Click "Run Workflow".

The application will:

• Use your prompts to generate code and a Docker environment.
• Build and run the generated code in a container.
• Validate the output against test_conditions.
• Display the results in the frontend UI.