"""Write-time near-duplicate detection.  [v1 — stub] (the moat: keep memory clean)."""
from __future__ import annotations
def is_duplicate(*args, **kwargs):  # pragma: no cover - [v1]
    raise NotImplementedError("Dedup is a v1 component.")