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3
Design a Prompt Evaluation Pipeline
System DesignhardCommon
evaluationa-b-testingllmmetrics
Reported
5 times
Last seen
2026-03-15
First seen
2025-08-18
Active in
2025, 2026
Description
Design a system for evaluating prompt quality at scale -- A/B testing, human feedback collection, and automated metrics.
Approach Tips
Cover automated evals (model-graded, programmatic checks) and human evals. Discuss how to handle prompt regression testing and statistical significance.
Sources
Blind·SDE-3·2026-03-15
Glassdoor·Staff·2025-10-22
AN
Anthropic
AI
Typically appears in: Onsite - System Design
60 min — Design an ML infrastructure or AI-related system. Focus on scalability and reliability.