โœง Prompt Atlas

๐Ÿ’ป Code & Development

Pair programmers, app builders, and debuggers. 9 tools, 27 starter prompts.

AI coding tools now range from autocomplete that finishes your thoughts to agents that refactor whole repositories. The leverage is real, but so is the failure mode: code that looks right and is subtly wrong. The prompts collected here push every tool to show its reasoning, name its assumptions, and write the test before you trust the implementation.

๐Ÿ’ป Code & Development

GitHub Copilot

The original AI pair programmer, living inside your editor. Completes code, writes tests, and answers in chat.

Paid ยท 3 starter prompts
๐Ÿ’ป Code & Development

Cursor

An AI-first code editor that can edit across your whole codebase, not just autocomplete a line.

Free trial ยท 3 starter prompts
๐Ÿ’ป Code & Development

Windsurf

An agentic code editor (from the Codeium team) that plans and executes multi-step coding tasks.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

Replit

A browser-based coding environment with an AI agent that can build and deploy small apps from a description.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

v0

Vercel's UI generator - describe an interface and get working React/Tailwind components you can refine by chatting.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

DeepSeek

A strong open-weights model family with a free chat interface, particularly competitive at code and math.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

Amazon Q Developer

AWS's coding assistant in the IDE and CLI - completions, chat, and deep knowledge of AWS services.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

Tabnine

A privacy-focused AI code completer that can run on your own infrastructure with team-trained models.

Free plan ยท 3 starter prompts
๐Ÿ’ป Code & Development

Sourcegraph Cody

A coding assistant that reads your whole repository, so answers and edits account for your actual codebase.

Free plan ยท 3 starter prompts

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