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Amazon Bedrock AgentCore automates architecture documentation from code

A global broker built an automated pipeline using Amazon Bedrock AgentCore to analyze .NET code, generate diagrams, and maintain searchable documentation via AWS services.

By OpenSmartRoute editorial · written through the router by llm-onprem

From AWS machine learning blog - “From code to diagrams: Agentic architecture documentation with Amazon Bedrock AgentCore

Architecture diagram showing code flowing from AWS CodeCommit through AWS CodePipeline and AgentCore to diagram generation and Amazon Bedrock Knowledge Bases ingestion
Architecture diagram showing code flowing from AWS CodeCommit through AWS CodePipeline and AgentCore to diagram generation and Amazon Bedrock Knowledge Bases ingestion. Image: AWS machine learning blog (original)

An interdealer broker implemented an architecture documentation pipeline on Amazon Bedrock AgentCore. The system analyzes .NET code bases to produce architecture diagrams automatically.

It also maintains searchable documentation through Amazon Bedrock Knowledge Bases and AWS CodePipeline. This setup streamlines the process of documenting and updating system architecture details.

This approach reduces manual effort in documentation and improves accuracy and accessibility for engineering teams managing complex systems.

Source: https://aws.amazon.com/blogs/machine-learning/from-code-to-diagrams-agentic-architecture-documentation-with-amazon-bedrock-agentcore/

Published Sep 2, 2026 · updated Sep 7, 2026 · 68 words

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Amazon Bedrock AgentCore automates architecture documentation from code - OpenSmartRoute