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Production-Grade AgentCore: Deploying Multi-Agent Systems at Scale

A walkthrough of using Amazon Bedrock AgentCore, governed tools and policy guardrails to reduce incident investigation time while protecting production systems.

Rishabh Nagar, Bhanvendra Singh Gaur and Pankaj Phular

Key takeaways

  1. 01

    Agents become operationally useful when they can read live telemetry through limited, auditable tools.

  2. 02

    Policies and IAM boundaries should enforce the distinction between diagnosing and changing production.

  3. 03

    Automated RCA output is most valuable when it explains the incident, evidence and next steps for people.

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