Tools & Frameworks
Shadow Mode Testing
Quick Answer
Running new models in parallel with production without affecting user experience to validate improvements.
Shadow mode runs new models without impacting users. New outputs are logged but not shown. Shadow mode enables safe testing. Testing validates behavior before rollout. Shadow mode reduces risk. Shadow mode is practical for canary deployments. Shadow mode enables confident decisions. Shadow mode is best practice.
Last verified: 2026-04-08