~/talk

AI Assistant: Don’t Code Alone

Talkat IntelliJ IDEA Conf 2024 · 2024-03-06..03-07· [ai-assisted-development]
links:none on file
slides:none on file

JetBrains AI Assistant demos a project‑aware IDE plugin that collects a sliding‑window context of local files and uses LLMs to explain code, generate unit tests and produce commit message generation suggestions. The demo loads a Java LChain class, asks for renames, generates tests that fail and thereby surface a surprising semantic contract (only system messages are deduplicated), and auto‑creates commit text; generated tests sometimes need human review. Privacy, on‑prem deployment, and larger refactor/merge workflows are discussed as upcoming work.

AI-written summary · about

  1. 0:00Introduction
  2. 2:11AI assistant chat features
  3. 5:07Code analysis with AI
  4. 8:43Renaming variables
  5. 10:10Method documentation
  6. 11:57Code contracts and edge cases
  7. 12:40Unit tests with AI
  8. 17:35Commit messages
  9. 22:33Reviewing local changes
  10. 23:55Runtime errors explained
  11. 26:40Q&A
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