Prompt Evaluation Frameworks: Measuring Quality, Consistency, and Cost at Scale
Introduction
Prompt evaluation has become a core engineering discipline for teams building agentic systems, RAG workflows, and voice agents. As we enter 2026, AI teams are moving from intuitive prompt design toward standardized, measurable evaluation. A structured framework ensures prompts deliver consistent quality, align with safety requirements, and meet cost