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Human Responsibilities

Predictive generation does not eliminate engineering.

Engineers remain responsible for:

  • Architecture
  • Security
  • Accessibility
  • Performance
  • Business correctness

AI accelerates implementation.

Humans remain accountable for outcomes.

Mini Exercise​

Write a short review checklist a human should apply before accepting AI-generated front-end code.

Example​

The checklist might include:

  • architecture is correct
  • naming is consistent
  • tests cover main behavior
  • accessibility basics are present