The End-to-End Engineering Loop
Full-stack engineers must own the entire product lifecycle: 1. Frontend: Dynamic interfaces, responsive design, and state management. 2. API Layer: REST and tRPC endpoints with input validation (Zod). 3. Database & ORM: Relational schema design with PostgreSQL and Prisma/Drizzle. 4. Infrastructure & Monitoring: Docker containerization, edge functions, and telemetry logging.