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- Hydrology grids carry uncached heights through bounded noise batches - Pure generator layers resolve seed contexts once per batch - Surface smoothing and volumetric terrain retain scalar output - Provisional terrain samples stay out of routing caches - Tests cover exact parity, scalar fallbacks, batch limits and cached misses