~/talk

Clean Code in AI era

slides:none on file

Claims that poor quality code costs about $2.4 trillion a year in the US and that developers spend roughly four days per month fixing bugs lead to concrete fixes: use static analyzers like SonarLint / SonarQube / SonarCloud, enforce quality gates, and apply Clean As You Code to new commits only (about 20% of code changes per year). AI boosts speed ~55% but Copilot’s output is correct ~29% and ChatGPT ~68%, so always review generated code and track cognitive complexity and security issues via telemetry (1.8 billion+ issues seen).

AI-written summary · about

  1. 0:00Introduction
  2. 1:06Poor code cost
  3. 3:56Agenda and tools
  4. 6:05Pory the poor code monster
  5. 9:17Poor code attacks
  6. 10:25Developer struggles
  7. 12:53AI for developers
  8. 15:41AI code risks
  9. 19:44Clean code principles
  10. 22:50Code issues telemetry
  11. 26:53Code vulnerabilities
  12. 29:43Spring Boot best practices
  13. 31:53Testing pitfalls
  14. 33:38Code refactoring
  15. 35:08Java clean code tips
  16. 37:54Static analyzers
  17. 41:05Clean as you code
  18. 43:38Conclusions
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