Code generation

AIlice

Open-source autonomous general-purpose agent for research, coding, system administration, and multi-step tasks.

Automata

Open-source self-coding agent that generates code from project context

BitBuilder

Developer assistant that generates repository changes and raises pull requests

ChatDev

Multi-agent software development system where LLM agents collaborate on coding work

Clippy

Open-source programming assistant that plans, writes, debugs, and tests code

Cursor

AI coding agent and editor for writing, editing, and shipping software.

DevGPT

Open-source virtual development team for planning and completing software tasks

English Compiler

Proof-of-concept compiler that turns English Markdown specifications into functional code

Fine

AI agent platform for building software and assigning development tasks to coding agents.

Friday

Developer assistant that generates complete Node.js projects from natural-language prompts.

GitLab Duo

GitLab AI platform with specialized agents and flows for software development lifecycle tasks.

GitWit

Open-source AI coding platform for building, testing, and deploying projects in the browser.

goose

Open-source developer agent for building software and automating tasks from a local environment.

GPT Engineer

CLI platform that generates codebases from natural-language prompts for application development.

GPT Pilot

Open-source AI developer agent that builds applications while developers review generated code.

MetaGPT

Multi-agent framework that turns software requirements into plans, designs, tasks, and code.

OpenCode

Open-source coding agent for working with repositories from a terminal.

Cody by Sourcegraph

AI coding assistant that uses code search and repository context to write, explain, and fix code

Gemini Code Assist

Google Cloud coding assistant with IDE completion, code generation, chat, and development agents.

Trae AI

AI coding workspace with an AI coding engineer and work assistant.

Generate feature code from project files

This prompt takes a project's files and change instructions as JSON and returns the code to build the requested feature. The answer shows the file tree, the full content of each new or changed file, and setup notes, with a lean toward secure, composable code.

Production Class or Module

Generate a production-ready class or module with validation, clear interfaces, and clean API design.

Python Function from Natural-Language Specification

Implement a Python function from a natural-language specification with validation, edge-case handling, and comments.

Generate a production-ready class or module

Generate code for a new feature from an idea

Implement a Python function from a natural-language spec