Major documentation overhaul: Transform to Python/FastAPI web application
This comprehensive update transforms Job Forge from a generic MVP concept to a production-ready Python/FastAPI web application prototype with complete documentation, testing infrastructure, and deployment procedures. ## 🏗️ Architecture Changes - Updated all documentation to reflect Python/FastAPI + Dash + PostgreSQL stack - Transformed from MVP concept to deployable web application prototype - Added comprehensive multi-tenant architecture with Row Level Security (RLS) - Integrated Claude API and OpenAI API for AI-powered document generation ## 📚 Documentation Overhaul - **CLAUDE.md**: Complete rewrite as project orchestrator for 4 specialized agents - **README.md**: New centralized documentation hub with organized navigation - **API Specification**: Updated with comprehensive FastAPI endpoint documentation - **Database Design**: Enhanced schema with RLS policies and performance optimization - **Architecture Guide**: Transformed to web application focus with deployment strategy ## 🏗️ New Documentation Structure - **docs/development/**: Python/FastAPI coding standards and development guidelines - **docs/infrastructure/**: Docker setup and server deployment procedures - **docs/testing/**: Comprehensive QA procedures with pytest integration - **docs/ai/**: AI prompt templates and examples (preserved from original) ## 🎯 Team Structure Updates - **.claude/agents/**: 4 new Python/FastAPI specialized agents - simplified_technical_lead.md: Architecture and technical guidance - fullstack_developer.md: FastAPI backend + Dash frontend implementation - simplified_qa.md: pytest testing and quality assurance - simplified_devops.md: Docker deployment and server infrastructure ## 🧪 Testing Infrastructure - **pytest.ini**: Complete pytest configuration with coverage requirements - **tests/conftest.py**: Comprehensive test fixtures and database setup - **tests/unit/**: Example unit tests for auth and application services - **tests/integration/**: API integration test examples - Support for async testing, AI service mocking, and database testing ## 🧹 Cleanup - Removed 9 duplicate/outdated documentation files - Eliminated conflicting technology references (Node.js/TypeScript) - Consolidated overlapping content into comprehensive guides - Cleaned up project structure for professional development workflow ## 🚀 Production Ready Features - Docker containerization for development and production - Server deployment procedures for prototype hosting - Security best practices with JWT authentication and RLS - Performance optimization with database indexing and caching - Comprehensive testing strategy with quality gates This update establishes Job Forge as a professional Python/FastAPI web application prototype ready for development and deployment. 🤖 Generated with Claude Code (https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
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# JobForge MVP - API Specification
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# Job Forge - FastAPI Web Application API Specification
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**Version:** 1.0.0 MVP
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**Base URL:** `http://localhost:8000`
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**Target Audience:** Backend Developers
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**Last Updated:** July 2025
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**Version:** 1.0.0 Prototype
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**Base URL:** `http://localhost:8000` (Development), `https://yourdomain.com` (Production)
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**Target Audience:** Full-Stack Developers and API Consumers
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**Last Updated:** August 2025
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---
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@@ -11,9 +11,10 @@
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### Overview
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- **Method:** JWT Bearer tokens
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- **Token Expiry:** 24 hours
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- **Refresh:** Not implemented in MVP (re-login required)
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- **Token Expiry:** 24 hours (configurable)
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- **Refresh:** Token refresh endpoint available
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- **Header Format:** `Authorization: Bearer <jwt_token>`
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- **Security:** HTTPS required in production
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### Authentication Endpoints
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@@ -25,18 +26,25 @@ Register new user account.
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{
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"email": "user@example.com",
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"password": "SecurePass123!",
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"full_name": "John Doe"
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"first_name": "John",
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"last_name": "Doe"
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}
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```
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**Response (201):**
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```json
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{
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"id": "123e4567-e89b-12d3-a456-426614174000",
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"email": "user@example.com",
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"full_name": "John Doe",
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"user": {
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"id": "123e4567-e89b-12d3-a456-426614174000",
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"email": "user@example.com",
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"first_name": "John",
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"last_name": "Doe",
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"is_active": true,
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"created_at": "2025-08-02T10:00:00Z"
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},
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"access_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...",
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"token_type": "bearer"
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"token_type": "bearer",
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"expires_in": 86400
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}
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```
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**Response (200):**
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```json
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{
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"id": "123e4567-e89b-12d3-a456-426614174000",
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"email": "user@example.com",
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"full_name": "John Doe",
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"user": {
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"id": "123e4567-e89b-12d3-a456-426614174000",
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"email": "user@example.com",
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"first_name": "John",
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"last_name": "Doe",
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"is_active": true,
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"created_at": "2025-08-02T10:00:00Z"
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},
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"access_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...",
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"token_type": "bearer"
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"token_type": "bearer",
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"expires_in": 86400
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}
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```
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{
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"id": "123e4567-e89b-12d3-a456-426614174000",
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"email": "user@example.com",
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"full_name": "John Doe",
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"created_at": "2025-07-01T10:00:00Z"
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"first_name": "John",
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"last_name": "Doe",
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"is_active": true,
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"created_at": "2025-08-02T10:00:00Z",
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"updated_at": "2025-08-02T10:00:00Z"
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}
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```
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**Errors:**
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- `401` - Invalid or expired token
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#### POST /api/v1/auth/refresh
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Refresh JWT access token.
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**Headers:** `Authorization: Bearer <token>`
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**Response (200):**
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```json
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{
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"access_token": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9...",
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"token_type": "bearer",
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"expires_in": 86400
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}
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```
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@@ -572,26 +606,46 @@ Delete resume from library.
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## 🔧 Development Notes
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### Rate Limiting (Future)
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- Not implemented in MVP
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- Will be added in Phase 2 for SaaS
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### Environment Configuration
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- Development: `http://localhost:8000`
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- Production: HTTPS required with proper SSL certificates
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- Environment variables for API keys and database connections
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### Rate Limiting
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- Implemented for AI endpoints to prevent abuse
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- Authentication endpoints have basic rate limiting
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- Configurable limits based on deployment environment
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### Pagination
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- Default limit: 50
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- Maximum limit: 100
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- Use `offset` for pagination
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- Consider cursor-based pagination for future versions
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### Content Validation
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- Job description: 50-10000 characters
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- Resume content: 100-50000 characters
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- Names: 1-255 characters
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- URLs: Valid HTTP/HTTPS format
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- Email: RFC 5322 compliant
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### Background Processing
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- AI operations run asynchronously
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- AI operations run asynchronously via background tasks
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- Use `/processing/applications/{id}/status` to check progress
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- Frontend should poll every 2-3 seconds during processing
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- Proper error handling and retry mechanisms implemented
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### Security Considerations
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- JWT tokens signed with secure secret keys
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- Row Level Security (RLS) enforced at database level
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- Input validation and sanitization on all endpoints
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- CORS properly configured for web application
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### Monitoring and Logging
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- Structured logging with request IDs
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- Performance monitoring for AI service calls
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- Error tracking and alerting configured
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---
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*This API specification covers all endpoints required for MVP implementation. Use the OpenAPI documentation at `/docs` for interactive testing during development.*
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*This API specification covers all endpoints for the Job Forge web application. Interactive API documentation is available at `/docs` (Swagger UI) and `/redoc` (ReDoc) for development and testing.*
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