🚀 This methodology is now a real product!   CodeFlow Product Page · GitHub · Try PWA

🚀 这套方法论已经做成了产品！   码流产品主页 · GitHub · 手机端 PWA

How to Build an Automated AI Development Team in Cursor

如何在 Cursor 中搭建 AI 自动化开发团队

Just tell the PM what you need, go grab a coffee, and come back to review the results.

你只需要跟 PM 说清楚要做什么，然后去喝杯咖啡，回来验收成果。

📖 English | 📖 中文版

---

Build a 4-role AI team (PM + DEV + OPS + QA) in Cursor IDE. The AIs collaborate autonomously — developing, deploying, and testing on their own. You only talk to the PM.

在 Cursor IDE 中搭建 PM + DEV + OPS + QA 四角色 AI 团队，AI 之间自主协同——自动开发、自动部署、自动测试，人类只需和 PM 沟通任务。

Battle-tested: 87 person-days of work in 17 days, 91 production deployments, zero incidents.

实战验证：17 天完成 87 人天工作量，线上发版 91 次，零事故。

---

What's Inside

	Content
Ch.1	Why split into roles — limits of single-agent AI
Ch.2	Step-by-step setup: directory structure → role definitions → patrol rules → 4 chat tabs
Ch.3	Core innovation: Filename as Protocol — zero databases, zero message queues, 7 fields in one filename
Ch.4	Task flow: 7-step closed loop from assignment → dev → deploy → test → archive
Ch.5	Work standards: each role's "rules of engagement" + mandatory documentation
Ch.6	Auto patrol bot: screen image recognition + event-driven, with full Python source (280 lines)
Ch.7	Real-world results: production data + 9 running screenshots

---

Core Innovation: Filename as Protocol

No database, no message queue, no API — one filename carries all routing information:

TASK-20260329-006-PM01-to-DEV01.md
│    │        │   │     │   │    │
│    │        │   │     │   │    └── Format: Markdown
│    │        │   │     │   └────── Recipient: DEV-01
│    │        │   │     └────────── Direction: PM → DEV
│    │        │   └──────────────── Sender: PM-01
│    │        └──────────────────── Sequence: 6th task of the day
│    └───────────────────────────── Date: 2026-03-29
└────────────────────────────────── Type: Task ticket

7 fields, 0 database tables, 0 lines of config code.

---

How It Works

You: "Do a round of security hardening."
PM-01: "Got it. Breaking it down now."

              — Go do something else —

PM-01 breaks down tasks → writes tickets to tasks/
DEV-01 auto picks up    → codes, self-tests, submits report
PM-01 auto reviews      → creates deploy task
OPS-01 auto deploys     → health check, writes report
PM-01 auto assigns      → creates test task
QA-01 auto tests        → security + stress tests, writes report
PM-01 auto archives     → all done

You come back: "Done?"
PM-01: "All complete. Here's the report."

---

Screenshots

PM-01 reviewing code changes item by item

DEV-01 auto-creates Todo list and codes

Patrol bot auto-monitoring + event-driven notifications

tasks/ directory — filenames in action

---

Repository Structure

├── cursorAI-automated-team-EN.md     # Full tutorial — English (960+ lines)
├── cursorAI-automated-team-CN.md      # Full tutorial — Chinese (1000+ lines)
├── auto_patrol.py                    # Patrol bot source code (280 lines)
├── README.md                         # This file
├── roles/                            # 📋 Role definition files (ready to use)
│   ├── PM-01.md                      # PM 项目经理 + 架构师（中文）
│   ├── PM-01-EN.md                   # PM: Project Manager + Architect (English)
│   ├── PM-01-Work-Standards-CN.md     # PM 工作规范（中文）
│   ├── PM-01-Work-Standards.md       # PM Work Standards (English)
│   ├── DEV-01.md                     # DEV 全栈开发工程师（中文）
│   ├── DEV-01-EN.md                  # DEV: Full-stack Developer (English)
│   ├── OPS-01.md                     # OPS 运维部署工程师（中文）
│   ├── OPS-01-EN.md                  # OPS: Operations Engineer (English)
│   ├── QA-01.md                      # QA 质量测试工程师（中文）
│   └── QA-01-EN.md                   # QA: Quality Assurance Engineer (English)
└── images/                           # Screenshots

---

Use Cases

• Using Cursor for development and want more AI automation
• Managing multiple AI Agents that need to collaborate autonomously
• Need complete task tracking and audit trails
• Solo developers / small teams using AI to replace repetitive work

Tech Stack

• IDE: Cursor (Agent mode)
• Patrol bot: Python 3.10 + pyautogui + pyperclip
• Communication: File system + Markdown (zero external dependencies)
• AI models: Claude / GPT (choose per role)

---

Patrol Bot Source Code

Full UI automation patrol bot included: auto_patrol.py — 280 lines, ready to run.

---

Copyright & License

© 2026 joinwell52-AI. All rights reserved.

Terms of Use

1. Non-commercial use: You may copy, distribute, and modify this content for non-commercial purposes (personal learning, teaching, public sharing), provided that:
   • Original author attribution and source links are retained;
   • Content is not distorted, tampered with, or used for illegal purposes.
2. Commercial use: Strictly prohibited, including but not limited to:
   • Using content in paid courses, paid documents, commercial websites/accounts;
   • Integrating content into commercial products, services, or marketing materials;
   • Directly or indirectly obtaining commercial benefit from this content.
3. Violation of these terms without written authorization from the author may result in legal action.

---

Author: joinwell52-AI

From real production project experience. 2026-03-29