Golden test setsLLM-as-judgeRegression evals in CIOnline A/B metrics
Evaluating LLM Features Before You Ship
1 min readLearnJul 17, 2026
Key Takeaway for Students
Shipping an LLM feature without an eval suite means regressions surface as customer complaints. Golden datasets, LLM-as-judge scoring and A/B rollouts turn prompt changes from gambles into measured releases.
Reading in Plain English mode — toggle below to switch
Shipping an LLM feature without an eval suite means regressions surface as customer complaints. Golden datasets, LLM-as-judge scoring and A/B rollouts turn prompt changes from gambles into measured releases.