Built an intelligent code generation platform that automatically generates product documentation, frontend and backend code, and complete test cases from design mockups and requirements, significantly improving development efficiency
Project Overview
The BRD Code Generation Agent is a full-stack development automation platform built for Baozun E-commerce’s internal development team. The system can automatically generate complete Business Requirements Documents (BRD), technical solutions, frontend and backend code implementations, and corresponding test cases and automated testing code based on product design mockups and basic business objectives, achieving full workflow automation from design to deployment.
Core Features
- Intelligent Requirements Analysis: Extract business logic and functional requirements from design mockups
- Automatic Documentation Generation: Generate complete documentation including PRD, technical solutions, and API documentation
- Frontend Code Generation: Generate React/Vue page code based on mature component libraries
- Backend API Generation: Generate RESTful API interfaces and database designs
- Test Case Generation: Automatically generate unit tests, integration tests, and E2E tests
- Natural Language Interaction: Support natural language requirement descriptions and modification instructions
Technical Architecture
AI Core:
- Multi-model collaboration: GPT-4 for logic analysis, Claude for code generation
- Design mockup recognition: OCR + computer vision for parsing UI elements and layouts
- Code template library: Pre-built high-quality code templates and best practices
Code Generation Engine:
- Component-based generation: Based on mature component libraries like Ant Design, Element UI
- Architecture patterns: Support for MVC, MVVM, and other architectural patterns
- Code standards: Built-in code quality tools like ESLint, Prettier
Integrated Development Environment:
- Online code editor
- Real-time preview functionality
- Version control integration
- Automatic CI/CD pipeline configuration
Workflow Process
- Requirements Input: Upload design mockups, describe basic business objectives
- Intelligent Analysis: AI analyzes design mockups, identifies functional modules and interaction logic
- Documentation Generation: Automatically generate PRD, technical solutions, API documentation
- Code Implementation: Generate frontend pages, backend interfaces, database designs
- Test Code: Generate complete test cases and automated testing scripts
- Deployment Configuration: Automatically configure Docker containers and CI/CD pipelines
Innovation Highlights
- Full Process Coverage: Complete automation from requirements analysis to code deployment
- High-Quality Output: Generate code based on mature component libraries and best practices
- Natural Language Control: Support natural language modifications and custom requirements
- Multi-Technology Stack Support: Multiple frontend frameworks including React, Vue, Angular
- Intelligent Optimization: Automatic code optimization based on performance and security best practices
Business Value
- Efficiency Revolution: Traditional development cycles reduced from months to days (80% reduction)
- Quality Assurance: Unified code standards and best practices (90% improvement in consistency)
- Cost Savings: Reduced repetitive development work, lowered labor costs
- Rapid Iteration: Support for rapid prototype validation and feature iteration (3x improvement in productivity)
- Knowledge Accumulation: Form reusable code templates and development standards (100% documentation synchronization, 95% test coverage)
