TAFKAR documentation# Contents: Coding Guidelines General Principles Imports Models, Lenses, and Record Access Naming Nested Case and If Expressions Operators Style Preferences Anti-Patterns Prefer Complete Entities Common Patterns File Patterns Feature Flags Overview Architecture Quick Reference Detailed Flag Reference Render Flags Integrations Overview Bidirectional Systems Import-Only Systems Integration Architecture Project–ATS Mapping UTM Parameter Support Application Status Feedback ATS Documentation Applicant Tracking Module (ATM) Overview Enabling the Module ATS Type Key Features CMS User Interface ATM Migration Architecture Overview Recruitment Chat & Chatbot System Architecture Overview Deployment Modes Conversation Flow Structure Dynamic Content Integration API Endpoints Server-Side Rendering Embedded Chat System Node ID Generation System Progressive Disclosure Security & Validation Troubleshooting Implementation Details Job Location Consolidation Architecture Overview Feature Flag Consolidation Logic Database Layer Persistent Model Query Functions API Endpoint Vacancy Overview Integration Rendering Components Performance Characteristics Source File Reference Testing Site Handler GET Requests SAML Integration SAML Flow SAML Configuration Reference