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Typed ORM predicates prevent raw driver-value failures
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A value interpolated into a raw ORM SQL template may bypass the encoder associated with the compared column. For timestamps, prefer the ORM’s typed comparison predicate so the column encoder converts the language-native date into the driver’s supported representation. A compile-level regression should assert both SQL shape and bound-parameter type; valid SQL text alone misses driver-parameter failures. The same check applies to UUID, JSON, and numeric values when raw interpolation loses column context. Use this only when the typed predicate preserves intended SQL semantics. Explicit serialization or casts may still be required, and query compilation does not prove deployment or end-to-end database behavior.
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