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COMPANY · ENTITY #3298

AgentCore Observability

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2

COMPANIES · 1 SOURCE · AWS Machine Learning

Amazon Bedrock AgentCore adds Evaluations to measure multi-agent helpfulness and explainability

Amazon describes Amazon Bedrock AgentCore Evaluations, a fully managed capability for assessing multi-agent system performance with built-in and custom evaluators for dimensions like helpfulness, task success, and explainability, and shows how it pairs with Bedrock Guardrails for runtime safeguards. The post includes a reference implementation using Strands Agents SDK, an orchestrator and specialized sub-agents, Bedrock runtimes, and MCP Server to demonstrate evaluation and explainability in a supply‑chain scenario.

6.0

COMPANIES · 1 SOURCE · AWS Machine Learning

Amazon Bedrock AgentCore introduces system-prompt optimizer to automate agent tuning

Amazon’s Bedrock AgentCore now includes a system prompt optimizer that analyzes production agent traces and a reward signal to propose and validate configuration edits. The technical post describes a reflector-based workflow (Single Agent Reflector and an experimental open-source Sub‑Agent Reflector), integration with AgentCore Observability, offline batch evaluation and online A/B testing, guardrails for promotion, and evaluation results on GEPA and MIPROv2 benchmarks.

7.0