Eval Harness Builder

Design and implement comprehensive evaluation frameworks for LLM applications.

When to Use

• Setting up quality metrics for a new LLM application
• Comparing model versions or prompt changes objectively
• Building automated regression testing for AI features
• Evaluating RAG retrieval quality and answer faithfulness
• Designing LLM-as-a-Judge pipelines with bias mitigation
• Setting up continuous evaluation in CI/CD for AI products

Evaluation Taxonomy

Level 1: Component Evaluation

Evaluate individual components in isolation.