Reference Implementation Governance
Connectors that emit records directly (JSONL streams without an intermediate DOM or HTTP-JSON shape) SHALL produce their committed pilot fixture through the LLM-assisted structured-redaction mode of the scrubber pipeline. Deterministic regex redaction alone is insufficient for free-form user-authored text in records.
reference-implementation-governance