Phase 19 · Build Full-Stack Portfolio Projects

Projects

AI-Powered Application

Part of the Full Stack Developer Roadmap.

Summary

An app with a genuine AI feature at its core — not just a wrapper, but something where the AI integration is the actual product value, like a resume reviewer or content summarizer.

How to Learn This

  • 1Stream AI responses to the frontend instead of waiting for the full result.
  • 2Handle AI API errors and rate limits gracefully in the UI.
  • 3Add usage limits per user so a single user can't exhaust your API budget.
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