Pydantic Precision Meets Reality: Types Validate, Data Integrity Fails

I want to walk through three production failures on the same contract-extraction agent, because they looked unrelated at the time and turned out to be the same problem wearing different clothes. My claim, stated up front so you can disagree with it early: schema validation tells you the grammar is c