About AI Dev Team - 9 Agents Build Real Software
9 AI agents build real software. Multi-model, Docker sandbox, full admin suite.
== OVERVIEW == A complete AI Dev Team platform: users submit a product brief, and a pipeline of 9 specialized AI roles (Director, Frontend, Backend, QA, Operations...) collaborates to plan, build, test and deliver a working web application — with real code execution in an isolated Docker sandbox, not just chat. Built with Next.js 14, TypeScript and SQLite. Deployed and verified on a live server with Docker Compose. == CORE HIGHLIGHTS == 1. Multi-Agent Production Pipeline 9 AI roles with dedicated system prompts and structured hand-offs Streaming pipeline events (SSE): watch the agent team work in real time Brief intake, prototype, change-requests and Q&A endpoints built-in 2. Multi-Model AI Routing (provider-agnostic) Works with ANY OpenAI-compatible API (SiliconFlow, DeepSeek, OpenAI, Groq, Gemini, Zhipu, local Ollama...) Per-role model assignment; admin UI to add/test providers and refresh model prices Automatic failover: hang detection, empty-response retry, maxtokens downgrade — one dead model never breaks the pipeline 3. Real Execution, Isolated Sandbox Mandatory Docker sandbox (cannot be disabled): all user project commands run isolated Resource limits (CPU/memory), npm install-script interception (supply-chain protection), dedicated sandbox management in admin 4. Built-in Credit System Credit/quota system with per-model cost tracking and dynamic deduction Admin-controlled user credits and usage logs Invite-code registration mode for controlled growth 5. Quality Gates Automated build & test stages in the pipeline Optional Playwright-based visual QA (AI screenshots and checks the UI) Lesson-learned knowledge base the AI can draw from 6. Full Admin Back-Office Users, roles, invitations, feedback, settings, project archives API key management with connectivity test & price sync One-click database backup 7. Security-First Design JWT auth, email verification codes, rate limiting, SSRF guard Preview access via expiring tickets Plugins: admin upload, per-user plugin credentials == PAGES INCLUDED == Landing, Login, Register, User Dashboard (projects / plugins / resources / terminal), AI Team workbench, Admin Dashboard, Recharge. == TECH STACK == Next.js 14 App Router, TypeScript, Tailwind CSS, SQLite (better-sqlite3), Docker sandbox, SSE streaming. Single-server deployment via Docker Compose. == WHAT'S INCLUDED == Full source code (60+ API routes, 30+ lib modules, complete UI) Docker Compose deployment files + environment template Database schema and admin bootstrap Deployment documentation == KNOWN NOTES (honest disclosure) == The UI, role prompts and code comments are in Chinese. Buyers targeting English-speaking end users will need to localize the interface texts, or operate it as a Chinese-language product. The platform is fully functional as a framework, but it is sold as-is and has not gone through a full professional QA pass. A buyer with basic coding skills can identify and fix remaining minor issues. AI output quality depends on the API models you configure. Designed for single-server deployment with SQLite, suitable for small to medium scale usage rather than a multi-node clustered SaaS. == MONETIZATION POTENTIAL == Credit billing system is built in; connect your own payment provider to start monetizing. Localize the UI strings and serve other markets. Use as a base framework for your own multi-agent products. Run it internally as an AI app prototyping tool for your team. == TERMS == One-time buyout: full source code, copyright and ownership transfer to the buyer. Sold as-is: no after-sale support, no bug fixes, no refunds after delivery. Payment method to be discussed privately upon inquiry. Buyer receives clean code: no owner secrets, no API keys, no user data included.