7.7 KiB
7.7 KiB
📋 MVP Development Checklist
Track your progress through the JobForge MVP development. Update this checklist as you complete each feature.
🎯 Current Status: Foundation Setup ✅
Overall Progress: 25% Complete (Foundation & Environment)
📅 Week 1: Foundation & Environment
Day 1: Environment Setup ✅
- Docker development environment configured
- PostgreSQL + pgvector database running
- Project structure created
- Documentation centralized in README.md
- All services validated (postgres, backend, frontend)
Day 2: Backend Foundation 🚧
- Create
src/backend/main.pywith FastAPI app - Add health check endpoint (
/health) - Set up database connection with AsyncPG
- Add CORS and middleware configuration
- Validation:
curl http://localhost:8000/healthworks
Day 3: Database Models & Authentication 📋
- Create Pydantic models in
src/backend/models/ - Implement
src/backend/services/auth_service.py - Add user registration endpoint
- Add user login endpoint
- Add JWT token validation
- Validation: Can register and login via API
Day 4: Frontend Foundation 📋
- Create
src/frontend/main.pywith Dash app - Create login/register UI components
- Set up API client for backend communication
- Implement basic navigation structure
- Validation: Can register/login through UI
Day 5: Application CRUD - Backend 📋
- Create application models and schemas
- Implement
src/backend/services/application_service.py - Add all application CRUD endpoints
- Test Row Level Security policies
- Validation: Can create applications via API
📅 Week 2: Core Features
Day 6: Application CRUD - Frontend 📋
- Create application list/sidebar component
- Create application form component
- Implement application creation workflow
- Add application status display
- Validation: Can manage applications through UI
Day 7: AI Agents - Research Agent 📋
- Create
src/agents/research_agent.py - Implement Claude API integration
- Create job analysis prompts
- Add research report generation
- Validation: Research phase generates useful reports
Day 8: Resume Management 📋
- Create resume models and endpoints
- Add resume upload and storage
- Create resume management UI
- Implement resume selection for applications
- Validation: Can manage resume library
Day 9: AI Agents - Resume Optimizer 📋
- Create
src/agents/resume_optimizer.py - Implement resume analysis and optimization
- Add resume optimization endpoint
- Connect to application workflow
- Validation: Resume optimization produces relevant changes
Day 10: Document Management UI 📋
- Create document editor with markdown support
- Add document preview functionality
- Implement save/cancel functionality
- Add phase navigation between documents
- Validation: Can view and edit all generated documents
📅 Week 3: AI Integration & Polish
Day 11: AI Agents - Cover Letter Generator 📋
- Create
src/agents/cover_letter_generator.py - Implement cover letter generation
- Add user context input functionality
- Complete full workflow integration
- Validation: Complete 3-phase workflow works end-to-end
Day 12: Error Handling & Validation 📋
- Add comprehensive input validation
- Implement AI API failure handling
- Add user-friendly error messages
- Create fallback mechanisms
- Validation: System handles errors gracefully
Day 13: Testing & Quality Assurance 📋
- Write unit tests for core services
- Add integration tests for API endpoints
- Test database security policies
- Implement basic performance testing
- Validation: Test coverage >80% for backend
Day 14: Performance Optimization 📋
- Optimize database queries and indexes
- Add caching for AI responses
- Implement request rate limiting
- Add monitoring and logging
- Validation: AI operations complete <30 seconds
📅 Week 4: Final Polish & Deployment
Days 15-17: UI/UX Polish 📋
- Improve interface design and responsiveness
- Add loading states and progress indicators
- Implement better navigation and user flow
- Add help text and user guidance
- Validation: UI is professional and intuitive
Days 18-19: Security & Production Readiness 📋
- Complete security audit and hardening
- Configure environment-specific settings
- Prepare production deployment configuration
- Update all documentation
- Validation: Security review passes
Day 20: Final Testing & Release 📋
- End-to-end testing of complete workflows
- Performance testing under load
- Final bug fixes and polish
- MVP release preparation
- Validation: Full system works reliably
🏆 MVP Success Criteria
Core Functionality ✅/❌
- User can register and login securely
- User can create job applications with descriptions
- AI generates research report automatically
- AI optimizes resume based on job requirements
- AI generates cover letter with user context
- User can view and edit all generated documents
- Phase navigation works smoothly
- Data is persisted securely with user isolation
Performance Criteria ✅/❌
- AI processing completes within 30 seconds per phase
- API responses return within 500ms for CRUD operations
- Database queries execute efficiently with proper indexes
- Frontend loads and responds quickly (<2 seconds)
- System handles concurrent users without issues
Quality Criteria ✅/❌
- Code coverage >80% for backend services
- All API endpoints documented and tested
- Database security policies prevent cross-user access
- Error handling provides meaningful feedback
- AI-generated content is relevant and useful
📊 Development Metrics
Backend Progress
- API Endpoints: 0/15 implemented
- Services: 0/5 implemented
- Test Coverage: 0%
- Database Tables: 5/5 created ✅
Frontend Progress
- Components: 0/8 implemented
- Pages: 0/4 implemented
- API Integration: 0% complete
AI Agents Progress
- Research Agent: 0% complete
- Resume Optimizer: 0% complete
- Cover Letter Generator: 0% complete
- Integration: 0% complete
🚨 Current Blockers
Update this section with any current blockers or issues
Active Issues
- None currently
Resolved Issues
- ✅ Environment setup completed
- ✅ Database schema created
- ✅ Docker services configured
📝 Daily Notes
Latest Update: [Date]
Add daily progress notes here
Today's Progress:
- Completed environment setup
- All Docker services running
- Database initialized with proper schema
Tomorrow's Goals:
- Start backend FastAPI application
- Implement health check endpoint
- Set up database connection
Learnings:
- Docker Compose health checks are crucial for service dependencies
- pgvector extension setup requires specific image version
🎯 Next Steps
- Immediate (Today): Start Day 2 - Backend Foundation
- This Week: Complete authentication and basic CRUD operations
- This Month: Complete MVP with full 3-phase AI workflow
Remember: This is an MVP - focus on core functionality over perfection. The goal is to have a working end-to-end system that demonstrates the 3-phase AI workflow.
Current Priority: Complete backend foundation and authentication system.
Last Updated: [Current Date] - Update this checklist daily as you make progress!