W3JDev/PUNCH-CLOCK

AI Summary: This task involves integrating the Together AI API into an existing multi-tenant employee attendance and management system. The goal is to create an AI assistant with persistent memory capable of handling various HR tasks like employee management, attendance tracking, shift scheduling, leave management, and providing predictive analytics through a real-time chat interface. This requires setting up API communication, designing a persistent memory system (likely using a database), implementing various HR automation functions, and creating a user-friendly chat interface in the frontend.

AI Summary: The task involves implementing a multi-tenant architecture for an employee attendance system. This includes enhancing the database schema with organization-based row-level security (RLS), integrating authentication and authorization mechanisms (Stack Auth), securing API routes with tenant-aware middleware and audit logging, and ensuring frontend security through a tenant context provider. The goal is to achieve complete data isolation between organizations while maintaining system functionality and meeting security compliance targets (GDPR, SOC2).