Part 6 of 6: How to Build Pipelines That Don't Gaslight Themselves.

TL;DR: Six parts of bad news. Here's what actually helps — with code. Cross-family judges reduce the core bias. Structured multi-dimensional evaluation cuts it by 31.5%. Chain-of-thought adds 1.5 to 13 accuracy points. Population monitoring catches drift before it locks in. Full implementation patte