FreshMotors Project Context

The architecture setup involves configuring Django/DRF for the backend and Next.js for the frontend, connected via a PostgreSQL database. This structure provides clear directory layouts, coding conventions, and external service integration guidelines for consistent full-stack development.

The best way to deploy involves using separate pipelines: Vercel for the Next.js frontend build process and Railway for the Django backend. This separation optimizes hosting environments and manages external service integrations efficiently across the deployment lifecycle.

The AI engine pipeline uses Gemini as the primary model with Groq as a fallback provider. This configuration ensures continuous AI service availability by automatically switching providers if the primary model fails or becomes unresponsive during content generation.

Yes, Docker commands are supported to manage both backend and frontend build processes. The project context outlines specific Docker commands to streamline local development, container orchestration, and environment setup across the Django and Next.js components.

You should follow the project's outlined Git workflow for version control and use the designated error reporting standards. These conventions maintain code consistency, track architectural changes systematically, and ensure reliable issue tracking across the development team.