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AI-Assisted Development Concept

This project follows a human-in-the-loop AI-assisted development model.

Definition

  • AI acts as a pair programmer (drafting code, proposing options, surfacing issues).
  • A human keeps final authority on intent, architecture, acceptance criteria, and merge decisions.
  • Real hardware validation is required for embedded runtime behavior.

Why this model here

  • Embedded behavior is timing-sensitive and hardware-dependent.
  • Host-only validation is useful but not sufficient.
  • Human review plus hardware tests reduce risk from AI-generated errors.

Repository application

Implementation workflow and quality gates are documented in:

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