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1. Offline Evaluation Design2. Online Eval and User Feedback Loops

Online Eval and User Feedback Loops

๐Ÿ“š Evaluation Frameworksโฑ 10 minโญ 90 XP

Production Learning Loops

Online evals combine live signals: thumbs, task completion, escalations, and incident outcomes.

Use this feedback to adjust prompts, routing, and guardrails continuously.

๐Ÿงช Knowledge Check
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What distinguishes online evals from offline evals?
They use no metrics
They include real user behavior and outcomes
They cannot run in production
They ignore safety
Online Eval and User Feedback Loops Tutorial | Evaluation Frameworks โ€” AWS Bedrock Academy