Build and Submit

Core Concepts: React fundamentals (components, hooks, state management), Next.js routing, and SSR.
Vibe Coding Tip: Focus on composability. Show how smaller, reusable components make development smoother and less error-prone.
Good Practice: Structure your app in a modular way (e.g., atomic design). Keep the file structure clean and intuitive.

Core Concepts: Setting up Supabase, connecting with React/Next.js, authentication, and CRUD operations.
Vibe Coding Tip: Treat the backend like a service; make it super easy to interact with through well-defined API hooks and custom React hooks.

Better Database Structure with AI Insights:

When you're using MCP with Supabase, the AI can help you structure your database in a way that takes full advantage of the features from different cloud providers. For example, if you’re using AWS for compute and Google Cloud for storage, your database tables and relationships can be designed to best suit the strengths of each environment.
Easier Debugging Across Clouds:

Since Supabase is already designed to be cloud-agnostic, when you run into bugs or performance issues, MCP makes it easier to identify whether the problem lies with your app's architecture or a specific cloud provider's service.

Core Concepts: Setting up GPT-4 or similar models, querying models, handling responses, and integrating them into your app.
Vibe Coding Tip: Abstract complexity. Create a seamless interface for the LLM so that users don’t worry about API calls or data parsing.
Good Practice: Write abstraction layers for interacting with the models so it can be reused across different parts of the app. Always validate and sanitize inputs/outputs for better UX.

Core Concepts: Setting up n8n workflows to automate repetitive tasks (e.g., sending emails, updating records in Supabase).
Vibe Coding Tip: Leverage the visual workflow editor to build intuitive automations, but always have a plan for modularity in your flows.
Good Practice: Focus on readability and maintainability of your automation workflows. Document the flow paths and logic behind the scenes for future devs.