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How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock

AWS Machine Learning Blog ·

Summary: Circle K's DevOps team cut incident triage from 45-60 minutes to under 15 by building an agentic triage system on Amazon Bedrock. This post walks through the architecture, the initial Amazon Bedrock Flows implementation, the migration to Amazon Bedrock AgentCore, and the lessons

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AWS Machine Learning Blog, on 2 Nov 2026. The full article is at the source link on this page.