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AI Features

Bringing It All Together

Explore how to integrate AI-powered features into frontend applications by mastering four essential steps: assembling prompts, calling AI endpoints, checking responses, and deciding UI behavior. Understand the shift from traditional API assumptions to handling AI's unpredictable outputs, and learn practical UX patterns for managing wait times, uncertainty, and failure to build resilient AI interfaces.

Congratulations on reaching the end of the core material.

You’ve gone from the fixed, deterministic frontend loop we started with to calling a service that behaves nothing like it, and you've picked up a working discipline for handling that difference along the way. ...