Architecture note

AI Prompt Architecture

Prompt architecture is treated as a evidence-supported engineering discipline with review gates and structured outputs.

Verification
Current Architecture Work
Last reviewed
2026-06-05T00:00:00Z
Search policy
Review-only; excluded from search indexes

Prompt architecture is treated as a evidence-supported engineering discipline with review gates and structured outputs.

Sections

  • AI-assisted engineering.
  • Prompt architecture vs. ad-hoc prompting.
  • UAIX memory package model.
  • File handoff and project handoff.
  • Short-term .uai memory.
  • Long-term /docs memory.
  • Review checkpoints.
  • Agent safety boundaries.
  • Python AI/data pipelines.
  • Local validation and no-secret handling.
  • Resume-to-portfolio evidence map.

Boundary

Use careful language: human-reviewed, evidence-supported, AI-assisted engineering, and prompt architecture. Emphasize reviewed AI-assisted workflows, structured outputs, and practical enterprise review gates.