~/talk

AI for React Developers: Opportunities, Learning, and Innovation

Talkat reactjsday 2024 · on Friday, 2024-10-25· [ai-assisted-development, react]
slides:none on file

Claims that React developers become AI engineers by wiring APIs not training models and that salaries at Antropic hit 300 400,000 a year. Demonstrates actual stack: Cursor, GitHub copilot, OpenAI and Antropic models, Vercel AI SDK, NextJS server actions, LangChain/Langbase, vector DBs (Supabase plugin), and Pipedream for orchestration. Shows a travel-itinerary app using RAG, embeddings and function/tool calling to return streamed React components; demo mostly works but live demo hiccups and data collection proves the hardest part.

AI-written summary · about

  1. 0:00Introduction
  2. 1:04AI coding today
  3. 2:12Coding faster with Cursor
  4. 3:37AI in development
  5. 5:26AI learning assistant
  6. 6:28AI-powered apps & careers
  7. 7:53AI engineer path
  8. 9:41AI vs ML engineers
  9. 11:26AI APIs & experiments
  10. 12:54AI tool effectiveness
  11. 13:37Function calling with LLMs
  12. 15:01Vercel AI SDK
  13. 15:44RAG for AI apps
  14. 19:23AI orchestration
  15. 21:08AI automation tools
  16. 23:19Generative UI with RSC
  17. 26:12Live AI chat demo
  18. 28:26Conclusion
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