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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test examples - Support for async testing, AI service mocking, and database testing ## 🧹 Cleanup - Removed 9 duplicate/outdated documentation files - Eliminated conflicting technology references (Node.js/TypeScript) - Consolidated overlapping content into comprehensive guides - Cleaned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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Job Application Research Phase
Job Description Analysis
Company: [Company Name] Role: [Position Title] Link/Source: [URL or "Pasted Content"]
Company/Department Details
- [Company mission, culture, values]
- [Department structure and team dynamics]
- [Key stakeholders and reporting structure]
Qualification Requirements Analysis
| Required Skill | Type | Met Requirement? | Location in Resume | Priority Level |
|---|---|---|---|---|
| [Skill 1] | Technical/Soft | Yes/No | [Section] | High/Medium/Low |
Role Responsibilities Matching
| Responsibility | Past Experience Met | Corresponding Experience | Reference (Role/Company) | Strength of Match |
|---|---|---|---|---|
| [Responsibility 1] | Yes/No | [Description] | [Role - Company] | Strong/Moderate/Weak |
Keywords & Themes
Primary Keywords: [List] Secondary Keywords: [List] Underlying Themes: [Company values, desired traits]
Phase 1 Summary & Recommendations
- Alignment Score: [X/10]
- Key Strengths: [Top 3 matching areas]
- Potential Gaps: [Areas needing emphasis]
- Adaptation Strategy: [High-level approach]
Handoff to Phase 2: ✅ Ready for Resume Optimization