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One command to set up your AI dev pipeline

Stop configuring, start building. One command sets up your AI dev pipeline with planning, verification, and multi-agent support

Meng Li's avatar
Meng Li
May 31, 2026
∙ Paid

Anyone who has tinkered with Claude Code, Cursor, or Codex knows the pain: every time you start a new project, just setting up all the skills, MCP servers, commit conventions, and CI configs takes half an hour. By the time you’re finally ready to write code, your enthusiasm has already cooled off.

The tool I’m introducing today, AI Factory, handles exactly this dirty work — with one command, it installs a complete “AI development pipeline,” so you can spend the rest of your time just writing requirements.

AI Factory’s slogan nails it: Stop configuring. Start building.

It’s not a new AI agent, nor a new IDE.

It’s an npm package + a slash-command system that does the following:

  • Automatically detects your project stack (Next.js? Python? Laravel?)

  • Automatically installs the relevant skills and MCP services

  • Equips your AI agent with a structured workflow of commands (plan → implement → verify → fix)

  • Makes the AI work according to a plan, instead of “writing whatever comes to mind”

The biggest selling point is spec-driven development — the AI must create a plan before writing any code. Every step can be paused, resumed, and reviewed. This philosophy aligns perfectly with the “plan-first” approach Anthropic has been promoting.

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