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

**Output Gateway:**

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Pipeline: normalize → derive → validate → persist.

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Output Gateway

— PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md