AI Dev Team - 9 Agents Build Real Software
9 AI agents build real software. Multi-model, Docker sandbox, full admin suite.
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== 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-in2. 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, max_tokens downgrade — one dead model never breaks the pipeline3. 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 admin4. 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 growth5. 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 from6. Full Admin Back-Office- Users, roles, invitations, feedback, settings, project archives- API key management with connectivity test & price sync- One-click database backup7. 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.
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