Validation Architectures
Validation architectures create a reliable signal for quality before you scale output. They separate generation from evaluation so you can measure improvement instead of guessing.
Patterns
Section titled “Patterns”- Review board pipelines that encode expert criteria.
- Score and rationale outputs that support auditability.
- Calibration loops and gold sets for consistent grading.
- Escalation paths for edge cases and high-risk decisions.
Outcomes
Section titled “Outcomes”You get a stable ruler for quality, a faster validation cycle, and decisions you can defend.