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test examples - Support for async testing, AI service mocking, and database testing ## 🧹 Cleanup - Removed 9 duplicate/outdated documentation files - Eliminated conflicting technology references (Node.js/TypeScript) - Consolidated overlapping content into comprehensive guides - Cleaned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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API Endpoint: [Method] [Endpoint Path]
Overview
Brief description of what this endpoint does and when to use it.
Authentication
- Required: Yes/No
- Type: Bearer Token / API Key / None
- Permissions: List required permissions
Request
HTTP Method & URL
[METHOD] /api/v1/[endpoint]
Headers
Content-Type: application/json
Authorization: Bearer <your-token>
Path Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
| id | string | Yes | Unique identifier |
Query Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| page | number | No | 1 | Page number for pagination |
| limit | number | No | 20 | Number of items per page |
Request Body
{
"field1": "string",
"field2": "number",
"field3": {
"nested": "object"
}
}
Request Schema
| Field | Type | Required | Validation | Description |
|---|---|---|---|---|
| field1 | string | Yes | 1-100 chars | Field description |
| field2 | number | No | > 0 | Field description |
Response
Success Response (200/201)
{
"success": true,
"data": {
"id": "uuid",
"field1": "string",
"field2": "number",
"createdAt": "2024-01-01T00:00:00Z",
"updatedAt": "2024-01-01T00:00:00Z"
},
"meta": {
"pagination": {
"page": 1,
"limit": 20,
"total": 100,
"pages": 5
}
}
}
Error Responses
400 Bad Request
{
"success": false,
"error": {
"code": "VALIDATION_ERROR",
"message": "Invalid input data",
"details": [
{
"field": "email",
"message": "Invalid email format"
}
]
}
}
401 Unauthorized
{
"success": false,
"error": {
"code": "UNAUTHORIZED",
"message": "Authentication required"
}
}
403 Forbidden
{
"success": false,
"error": {
"code": "FORBIDDEN",
"message": "Insufficient permissions"
}
}
404 Not Found
{
"success": false,
"error": {
"code": "NOT_FOUND",
"message": "Resource not found"
}
}
500 Internal Server Error
{
"success": false,
"error": {
"code": "INTERNAL_ERROR",
"message": "Something went wrong"
}
}
Rate Limiting
- Limit: 1000 requests per hour per user
- Headers:
X-RateLimit-Limit: Total requests allowedX-RateLimit-Remaining: Requests remainingX-RateLimit-Reset: Reset time (Unix timestamp)
Examples
cURL Example
curl -X [METHOD] "https://api.yourdomain.com/api/v1/[endpoint]" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer your-token-here" \
-d '{
"field1": "example value",
"field2": 123
}'
JavaScript Example
const response = await fetch('/api/v1/[endpoint]', {
method: '[METHOD]',
headers: {
'Content-Type': 'application/json',
'Authorization': 'Bearer your-token-here'
},
body: JSON.stringify({
field1: 'example value',
field2: 123
})
});
const data = await response.json();
console.log(data);
Python Example
import requests
url = 'https://api.yourdomain.com/api/v1/[endpoint]'
headers = {
'Content-Type': 'application/json',
'Authorization': 'Bearer your-token-here'
}
data = {
'field1': 'example value',
'field2': 123
}
response = requests.[method](url, headers=headers, json=data)
result = response.json()
print(result)
Testing
Unit Test Example
describe('[METHOD] /api/v1/[endpoint]', () => {
it('should return success with valid data', async () => {
const response = await request(app)
.[method]('/api/v1/[endpoint]')
.send({
field1: 'test value',
field2: 123
})
.expect(200);
expect(response.body.success).toBe(true);
expect(response.body.data).toMatchObject({
field1: 'test value',
field2: 123
});
});
it('should return 400 for invalid data', async () => {
const response = await request(app)
.[method]('/api/v1/[endpoint]')
.send({
field1: '', // Invalid empty string
field2: -1 // Invalid negative number
})
.expect(400);
expect(response.body.success).toBe(false);
expect(response.body.error.code).toBe('VALIDATION_ERROR');
});
});
Notes
- Additional implementation notes
- Performance considerations
- Security considerations
- Related endpoints
Changelog
| Version | Date | Changes |
|---|---|---|
| 1.0.0 | 2024-01-01 | Initial implementation |
Last Updated: [Date]
Reviewed By: [Name]
Next Review: [Date]