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From code to diagrams: Agentic architecture documentation with Amazon Bedrock AgentCore

Amazon Web Services Göksel SARIKAYA Covered by 3 sources

Amazon Bedrock AgentCore was used to automatically generate and publish up-to-date architecture documentation by analyzing code changes and creating UML/Mermaid diagrams that are ingested for search and question answering. The production pipeline has been running since Q1 2026 for a global interdealer broker’s electronic trading platform. The workflow shifts documentation from manual, quickly outdated diagramming to an automated CI/CD-driven system that maintains searchable architecture diagrams as code evolves.

Why it matters

Learn how a global interdealer broker built an automated architecture documentation pipeline on Amazon Bedrock AgentCore that analyzes .NET code bases, generates architecture diagrams, and maintains searchable documentation through Amazon Bedrock Knowledge Bases and AWS CodePipeline.

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