How do you build an AI portal one complete feature at a time?

How do you build an AI portal one complete feature at a time?

A complete feature demonstrates behavior across the parts that users rely on. Building every screen with static data first can delay discovery of integration problems.

Choose a small vertical slice

Start with creating a project and seeing it in a saved list. Implement validation, the API request, persistence, and the resulting UI state together. Add generation only after the project identity and ownership flow work. Use fixtures for deliberately deferred dependencies, not as a substitute for completed integration.

Verify before expanding

Reload the page and confirm the record comes from storage. Try invalid input and a failed request. Review the change for unrelated edits and document any assumptions. Give the next AI development task the verified behavior and a specific next outcome. This builds a sequence of dependable increments rather than a large collection of generated components with uncertain connections.