- add local external resources registry
- add research domain contract and per-repository research domains
- add raw fact snapshot governance and validation scripts
Validation:
- make test
- git diff --check HEAD~1..HEAD
Note:
- welcome workflow failed because its action input names are stale; core content CI passed.
> A hand-picked collection of tools and references for building software with the help of AI—through prompts, iterations, and exploration.
## Overview
This list focuses on tools and workflows where AI plays a central role in the development process. Instead of traditional coding, this approach emphasizes describing ideas, iterating quickly, and trusting the process—even when you’re not sure where it’s headed.
*You can find a searchable, more detailed list on [AI For Developers](https://aifordevelopers.org)*
----
**Reach thousands of developers building with AI by sponsoring this list, our [newsletter](https://aifordevelopers.substack.com/) and [AI For Developers](https://aifordevelopers.org/). Contact us at [aifordevelopers.org/advertise](https://aifordevelopers.org/advertise)**
* [Karpathy on the "vibe coding" mindset](https://x.com/karpathy/status/1886192184808149383) — Not traditional coding. More like shaping software through language and intuition.
* [AI Coding Guide by Automata](https://github.com/automata/aicodeguide) — A structured starting point for newcomers using AI-first development approaches.
---
## Web-Based Builders
* [Bolt.new](https://bolt.new/) — Rapidly prototype and launch web and mobile apps by prompting.
* [Lovable](https://lovable.dev/) — Full-stack applications from simple ideas.
* [Vercel’s v0](https://v0.dev/chat) — Helps design and implement UIs from natural language.
* [Capacity](https://capacity.so/) — Create production-ready web apps in minutes.
* [CHAI.new](https://chai.new) — Code and deploy AI agents with prompts.
* [Replit](https://replit.com/) — Type what you want and let the AI construct it.
* [Create](https://www.create.xyz/) — Converts text prompts into usable tools or websites.
* [Trickle](https://www.trickle.so/) — AI-based visual builder for websites and apps.
* [Tempo](https://www.tempo.new/) — Build React projects much faster through AI assistance.
* [Softgen](https://softgen.ai/) — Describe a concept and generate a working full-stack app.
* [Creatr](https://getcreatr.com/) — Build landing pages and simple apps instantly.
* [Rork](https://rork.app/) — A tool focused on generating mobile apps.
* [Firebase Studio](https://studio.firebase.google.com/) — Google's take on agent-driven full-stack development.
* [Napkins](https://www.napkins.dev/) — Converts mockups or screenshots into working code.
* [HeroUI Chat](https://heroui.chat/) — Build interfaces without design expertise.
* [Rocket.new](https://www.rocket.new/) — Low-code experience for shipping apps.
* [embedible.io](https://embedible.io/) - AI that transforms your electronics ideas into working projects.
* [FlyPloy](https://flyploy.com/en) — A modern application deployment platform that simplifies global delivery with one-click deploys, Docker, and Kubernetes support. Ideal for launching AI-assisted applications in seconds.
* [MyVibe](https://myvibe.so/) — Instant deployment for AI-generated web apps. Publish via Claude Code skills or direct upload.
* [Rosebud AI](https://rosebud.ai) — Vibe coding platform for creating 3D games and interactive web apps with AI.
* [Forge](https://forge-web.rebaselabs.online/) — AI-powered full-stack app creator with BYOK (bring your own API key). Multi-stage pipeline: planning, architecture, code generation, and verification.
---
## Editors and IDEs
* [Windsurf](https://codeium.com/windsurf) — AI-focused development environment by Codeium.
* [Cursor](https://www.cursor.com/) — One of the most advanced AI-first code editors.
* [Zed](https://zed.dev/) — Built for real-time team collaboration with AI assistance.
* [Amazon Kiro](https://kiro.dev) — An AI-powered IDE from prototype to production.
---
## Mobile Tools
* [VibeCode](https://www.vibecodeapp.com/) — A mobile-first app creator powered by AI.
* [IM.codes](https://github.com/im4codes/imcodes) — Mobile/web control layer for Claude Code, Codex, Gemini CLI, and other terminal-based coding agents.
---
## Extensions & Plugins
* [Cline](https://cline.bot/) — Connects to your CLI and editor, interprets natural commands.
* [Roo Code](https://github.com/RooVetGit/Roo-Code) — An enhanced version of Cline.
* [avante.nvim](https://github.com/yetone/avante.nvim) — Neovim integration modeled after Cursor’s AI features.
* [Amazon Q](https://aws.amazon.com/q/developer) — AWS’s generative AI solution for developers.
* [Superdesign](https://www.superdesign.dev/) — AI design agent for fast UI iterations.
* [toprank](https://github.com/nowork-studio/toprank) — Open-source Claude Code plugin with 9 SEO and Google Ads skills. Connects Google Search Console, PageSpeed Insights, and Google Ads API; ships meta tag and schema markup fixes to WordPress/Strapi/Contentful/Ghost. MIT, 107⭐.
* [dbForge AI Assistant](https://www.devart.com/dbforge/ai-assistant/) - Integrated AI tool that generates, optimizes, explains, and fixes SQL queries.
* [Frontman](https://github.com/frontman-ai/frontman) — Open-source AI agent that lives in your browser — click any element, describe changes in plain English, and get real code edits with hot reload. Works with Next.js, Vite, and Astro.
* [Mysti](https://github.com/DeepMyst/Mysti) - Multi-agent AI coding assistant for VS Code with brainstorm mode. Supports Claude Code, Codex, Gemini, Cline, and GitHub Copilot.
* [Dyad](https://www.dyad.sh/) — A lightweight, local platform for creating AI-driven apps without depending on the cloud.
* [ClaudeCode Launchpad CLI](https://github.com/noambrand/kivun-terminal) — Windows & macOS installer and launcher for Claude Code. 2-minute setup: auto-installs Node.js, Git & Claude Code; adds a live two-line status bar (model, context %, usage limits), desktop shortcut with folder picker, and right-click "Open with ClaudeCode Launchpad CLI" context menu on Windows folders.
---
## CLI Tools
* [claude-code](https://github.com/anthropics/claude-code) — Works across codebases, provides explanations, automates tasks.
* [memov](https://github.com/memovai/memov) — Git-based, traceable memory layer for Claude Code.
* [aider](https://aider.chat/) — Code side-by-side with AI from your terminal.
* [Goose](https://block.github.io/goose/) — Local agent framework compatible with multiple models.
* [MyCoder.ai](https://github.com/drivecore/mycoder) — Modular agent with GitHub integration.
* [RA.Aid](https://github.com/ai-christianson/RA.Aid) — Task-based AI built with LangGraph.
* [CodeSelect](https://github.com/maynetee/codeselect) — Sends structured source context to LLMs.
* [Gemini CLI](https://github.com/google-gemini/gemini-cli) — Terminal assistant built around Google Gemini.
* [ReviewCerberus](https://github.com/Kirill89/reviewcerberus) - Open-source AI code review tool for analyzing git branch differences with comprehensive security, performance, and quality analysis.
* [OpenPaw](https://github.com/daxaur/openpaw) — Turns Claude Code into a personal assistant with 38 skills for email, calendar, Spotify, smart home, and more.
* [Autohand Code CLI](https://github.com/autohandai/code-cli) — Self-evolving autonomous coding agent for the terminal with 40+ tools, multi-LLM support, and a modular skills system.
* [Bernstein](https://github.com/chernistry/bernstein) — Deterministic orchestrator for vibe coding at scale. Spawns parallel AI coding agents from a single goal, verifies with tests, auto-commits.
* [sober-coding](https://github.com/voidborne-d/sober-coding) — Vibe code quality analyzer. 27 checks across security, architecture, duplication, error handling, dependencies, testing, and dead code. Language-agnostic with fix suggestions and CI mode.
* [VibeGrid](https://github.com/jcanizalez/vibegrid) — Multi-agent terminal manager with task queues, workflow automation, and inline diff review.
---
## AI-Driven Task Management
* [Boomerang Tasks](https://docs.roocode.com/features/boomerang-tasks) — Automatically turns big ideas into task queues.
* [Claude Task Master](https://github.com/eyaltoledano/claude-task-master) — Compatible with popular AI IDEs, breaks down work into subtasks.
* [agent-hub](https://github.com/Dominic789654/agent-hub) — Local-first multitask board for routing, sequencing, and observing repo-local coding agents across projects.
---
## Monitoring & Cost Tracking
* [Budi](https://github.com/siropkin/budi) — Local-first cost analytics for AI coding agents. Tracks token usage and spend across Claude Code and Cursor.
---
## Project Documentation
* [CodeGuide](https://www.codeguide.dev/) — Tool that builds documentation for AI-built projects.
* [LynxPrompt](https://github.com/GeiserX/LynxPrompt) — Self-hostable AI config management platform for teams. Manages AGENTS.md, CLAUDE.md, .cursor/rules/, slash commands, and 30+ formats.
* [Claude Code Mastery](https://github.com/ShipWithAI/claude-code-mastery) — Structured course for mastering Claude Code workflows, including security, automation, and multi-agent patterns.
---
## Articles & Updates
* [Prompt Engineering for Developers](https://addyo.substack.com/p/the-prompt-engineering-playbook-for)
* [Ars Technica on AI Development Futures](https://arstechnica.com/ai/2025/03/is-vibe-coding-with-ai-gnarly-or-reckless-maybe-some-of-both/)
* [The New Stack – Everyone Can Program](https://thenewstack.io/vibe-coding-where-everyone-can-speak-computer-programming/)
* [NYTimes: Personal Vibe Coding Experience](https://www.nytimes.com/2025/02/27/technology/personaltech/vibecoding-ai-software-programming.html)
* [CodingButVibes – What Is Vibe Coding](https://www.codingbutvibes.com/what-is-vibe-coding) — Practical breakdown of the vibe coding approach, with tool comparisons and real developer workflows.
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