gpt-pilot: Build Apps with an AI Developer Assistant

Overview

GPT Pilot is an AI-assisted app development tool designed to do more than generate a codebase in one pass. It breaks work into steps, uses specialized agents to plan and implement tasks, and keeps a developer involved to review decisions and resolve problems. The goal is to help developers build and extend working applications with support from an LLM.

It is most relevant to developers exploring agent-driven software development or prototyping applications with an AI coding partner. The repository is explicitly no longer maintained, so it should be treated as a research project rather than a dependable, actively supported development tool.

Key Features

• Turns an app description into requirements, an architecture, and implementation tasks.
• Implements development tasks incrementally rather than generating the entire app at once.
• Includes agent roles for specification, architecture, development, code review, troubleshooting, debugging, and documentation.
• Supports continuing work on an existing project with additional feature instructions.
• Provides a CLI for starting, listing, resuming, and deleting projects.
• Offers a VS Code extension as an alternative interface, referenced by the project README.
• Supports OpenAI, Anthropic, and Groq providers, with Azure and OpenRouter supported through the OpenAI setting.

Use Cases

• Developers researching whether multi-step LLM workflows can help create complete applications.
• Individual developers prototyping an app while retaining control over implementation and review.
• Teams evaluating an agent-based coding workflow that breaks features into smaller tasks.
• Developers continuing an AI-generated project by asking for additional features or debugging assistance.

Getting Started

The README describes a Python 3.9+ CLI setup. However, the repository is no longer maintained and its security notice warns that a credential-stealing payload was present from August 2025 until 11 June 2026. Do not clone and run the repository without independently reviewing its current contents. See the repository README for setup details and the full security notice.

Alternatives

• gpt-engineer: gpt-engineer is a Python CLI for generating code from natural-language specifications and iterating on existing projects.
• kilocode: Kilo Code runs in IDEs and the command line, with configurable models and modes for planning, debugging, and code review.
• opencode: OpenCode is a coding agent centered on a terminal UI, with build and read-only plan agents and desktop apps in beta.
• pi: Pi is a TypeScript agent toolkit with a coding-agent CLI, rather than a Python tool for step-by-step application development.

Considerations

• The maintainers state that the project is no longer maintained. The recent security cleanup is not a resumption of development.
• The README reports that a supply-chain worm was hidden in core/telemetry/ from August 2025 until 11 June 2026. Anyone who cloned and ran the affected source during that period should assume credentials may have been exposed, rotate credentials, and investigate the machine for compromise.
• The README describes GPT Pilot as a research effort and emphasizes developer oversight. Generated code still requires review and may need debugging.
• Python 3.9 or later is listed as a requirement. An LLM provider API key is needed for the described provider-based setup.
• The license field is NOASSERTION; the input does not establish a license.