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Non-manifold mesh correction is a foundational step in ensuring structural reliability prior to toolpath generation. Automated topology repair routines inspect non-contiguous edges and inverted surface normals, seamlessly resolving geometric anomalies to produce fully watertight boundary representations suitable for slicing. Streamlining these pre-processing routines eliminates manual mesh cleanup steps, boosting automation in digital manufacturing pipelines. Refining vertex snapping and boundary stitching algorithms allows software engines to reliably process raw CAD exports, ensuring consistent layer geometry and minimizing print failure risks. 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