Reading the evidence
Casting defects are clues about what went wrong. Misruns and cold shuts point to low fluidity, gas porosity suggests trapped gas or turbulent gating, shrinkage cavities indicate poor feeding, and sand inclusions reveal mould erosion.
Learning to read these clues lets engineers correct the process rather than simply scrapping parts.