ALPHA STACK
A Grammar Agnostic Coding Agent
An intelligent project generation tool that uses AI to create complete software projects from natural language descriptions. Features automatic dependency resolution, Docker containerization, and comprehensive testing capabilities.
Features
Everything you need to go from idea to production-ready code. AlphaStack handles project structure, code generation, testing, and deployment configuration automatically.
AI Blueprint Creation
Analyzes your prompt and creates a detailed project specification with optimal directory structure and coding standards.
Complete Code Generation
Generates all source files, dependencies, and configurations using multi-agent orchestration with planners and correctors.
Docker Integration
Automatically creates Dockerfiles and docker-compose configurations, with comprehensive testing to validate project functionality.
Dependency Resolution
Intelligent dependency analysis and automatic fixes using DAG-based tracking and iterative error correction.
Interactive TUI
Beautiful terminal user interface for guided project configuration with real-time progress updates and status tracking.
Multi-Language Support
Grammar-agnostic architecture supports Python, TypeScript, Go, Rust, and more with idiomatic code patterns.
Benchmarks
Comprehensive benchmark results comparing AlphaStack against MetaGPT and ChatDev on HumanEval, MBPP, and complex multi-file project generation tasks.
Installation
We are putting the finishing touches on the AlphaStack CLI. Soon you'll be able to generate production-ready code with a single command.
Coming to PyPI & Homebrew
AlphaStack will be available for installation via pip and brew.
$ pip install alphastack # Coming Soon
How It Works
Describe your project in natural language, and AlphaStack orchestrates multiple agents to generate production-ready code through an iterative, dependency-aware process.
$ alphastack generate "A Flask web app for managing tasks with user authentication"
The multi-agent system begins its orchestrated workflow
Software Blueprint Creation
AI analyzes your prompt and creates a detailed project specification with architecture decisions and requirements.
Folder Structure Generation
Creates the optimal directory hierarchy and project structure based on best practices for your tech stack.
File Format Contracts
Determines file formats, coding standards, and establishes contracts for consistent code generation.
Code Generation
Generates all source files with appropriate content using multi-agent orchestration and context propagation.
Dependency Analysis
Analyzes and resolves project dependencies using DAG-based tracking with incremental updates.
Docker Configuration
Creates Dockerfile and docker-compose files automatically tailored to your project requirements.
Testing
Runs Docker builds and comprehensive tests to validate project functionality and integration.
Error Correction
Automatically detects and fixes common errors using diagnostic and repair agents with topological ordering.
Output
Generated projects include complete source code, Docker configuration files, test suites, and project metadata—all ready for immediate use.
Inline Chat for File Editing
Chat interface directly in the terminal for real-time code editing and AI assistance during development.
Integrated Linters
Built-in linting support for multiple languages with automatic error detection and suggestions.
Vim/Neovim Support
Native Vim and Neovim integration for file editing directly within the AlphaStack terminal interface.
These features are currently in development and will be released in future versions.