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JetBrains IDE Developer Productivity & Code Generation Support • Garth Gilmour • GOTO 2024
Discover how JetBrains IDE integrates Large Language Models to boost developer productivity, code generation, and quality, with demonstrations of code completion, refactoring, and testing.
- The JetBrains IDE can provide better productivity and code generation support using Large Language Models (LLMs).
- The presentation consisted of 3 programming puzzles, with the first one being a grep function.
- LLMs are not perfect and require refining, especially with mathematical concepts.
- The AI Assistant can be a great tool for developers, especially junior ones, to improve their coding skills.
- The demonstration showed how the AI Assistant can generate code, refactor functions, and create test scenarios.
- The presentation discussed the concept of bounded context and ubiquitous language.
- The AI Assistant can be used for code completion, refactoring, and testing, and is deeply integrated into the IDE.
- The presenter discussed the importance of prompt engineering and fine-tuning models to improve their accuracy.
- The AI Assistant is not meant to replace human intuition, but rather augment generation and reduce manual writing.
- The presentation concluded with a discussion on the importance of collaboration and sharing knowledge.
- The AI Assistant has the potential to improve developer productivity and code quality.