Playbook: Prompt Evaluation, Testing & Iteration

Run reproducible tests and regression suites to measure, compare, and iterate prompts and assistant behaviors under production-like conditions.

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Prompt Evaluation, Testing & Iteration Suite

Practical methods, templates, and workflows to test prompts and assistant behaviors at scale: quantitative and qualitative metrics, statistical sampling plans, blind test templates, safety checks, and an iterative improvement loop tied to model and data changes.

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Prompt Evaluation Suite: Metrics, A/B Setup, and Regression Tests

A practical, production-ready playbook for testing prompts and assistant behaviors: scored testcases, automated scoring patterns (accuracy, faithfulness, toxicity, and calibration), A/B experiment design, CI-friendly regression tests, rollout decision rules, and telemetry suggestions.

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