Validating Medical Device Specs in Python: A Stone Basket Example
If you maintain a product catalogue or ERP feed for medical devices, bad specification data is a quiet source of errors. A basket listed with the wr…
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The Executor-Plus-Gate Pattern: Why Cheap Models Need Stronger Verification
Running LLM jobs over hundreds of items, the obvious shortcut is to collapse execution and verification into one model pass: one call, one output, s…