Over the past two years, engineering teams have wired chat models into production systems and then built an entire reverse-engineering layer around them: JSON mode, schema hints, retry loops, and a parser that fails quietly at 3 a.m. That pattern is tolerable for drafts and summaries. It falls apart wherever a single wrong value triggers […]
