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test examples - Support for async testing, AI service mocking, and database testing ## 🧹 Cleanup - Removed 9 duplicate/outdated documentation files - Eliminated conflicting technology references (Node.js/TypeScript) - Consolidated overlapping content into comprehensive guides - Cleaned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