Optimizing agent system prompts with Amazon Bedrock AgentCore

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What happened
AgentCore optimization turns production traces into proposed configuration changes, then validates them before promotion. This technical companion to the launch post explains how the system prompt optimizer's reflector engine works and shares benchmark results for the Single Agent and Sub-Agent Reflectors.
Summary assembled by rule from the sources below