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Human Responsibilities

The AI participates in every phase.

However, responsibility remains with engineers.

Humans remain accountable for:

  • Business correctness
  • Architectural decisions
  • Security
  • Privacy
  • Accessibility
  • Compliance

AI accelerates execution.

Humans provide judgment.


Mini Exercise

List the parts of the four-phase workflow that still require human approval in your team.

Example

Humans may need to approve domain boundaries in Define, architecture output in Generate, review findings in Validate, and any tradeoff decisions in Refine.