The Hallway Track
Product Launches

Build Agents That Self-Improve: Evaluations, Insights, and Optimization with Bedrock AgentCore

AWS (re:Invent) · Jun 24, 2026 · Product Launches

AWS demoed Bedrock AgentCore features enabling self-improving agents via evaluations, observability, and prompt optimization.

“I drive obserability evaluations, behavioral analysis and recommendation set of capabilities for agents.”

An AWS show-and-tell episode introduced Bedrock AgentCore capabilities for building agents that self-improve through evaluations, observability, behavioral analysis, and system-prompt optimization. It signals AWS's push into agent lifecycle tooling for production, though this segment is largely introductory with no major new announcement.

aws bedrock-agentcore agentic-ai observability self-improving-agents

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