The output gateway processes results through the pipeline normalize, derive, validate, and persist so that outputs are transformed and stored in a staged sequence.

**Output Gateway:**

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Pipeline: normalize → derive → validate → persist

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Schema-driven via pyrana-packets

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md