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Artificial intelligence in software development: current technologies and prospects

on YouTube 46m
TalkinRussianat HighLoad++ 2024 · 2024-12-02..12-03· [ai-assisted-development, machine-learning]

speaker

name:Egor Baranov
links:none on file

resources

video:https://youtu.be/RoCRkSXEkl8
slides:none on file

summary

Overview of current AI technologies used in software development, focusing on architectures and operation illustrated by the product GigaCode. Covers problem groups solved by AI, which development metrics improve after integrating AI, and discusses future prospects for AI solutions in software engineering.

AI-written summary · about

chapters (19)

  1. 0:00Introduction
  2. 3:39AI assistant criteria
  3. 5:04AI evolution in development
  4. 6:05AI system architecture
  5. 7:52What is RAG
  6. 9:36Pipeline and business logic
  7. 10:21Context enrichment
  8. 12:26Generation layer and hardware
  9. 16:19AI near future
  10. 18:30AI assistant capabilities
  11. 20:48Teams and agents
  12. 22:13Test generation
  13. 24:42Multi-file editing
  14. 27:11AI development future
  15. 28:13Multi-agent systems
  16. 29:06Model agnostic diagnostics
  17. 30:31Summary and prospects
  18. 33:00Why AI in development
  19. 35:07Q&A

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