From code to diagrams: Agentic architecture documentation with Amazon Bedrock AgentCore
A global broker automated its entire architecture documentation pipeline with agents — no humans in the loop.
Why it matters
Real agent deployment doing multi-step work (code analysis → diagram generation → knowledge base indexing). Shows how agentic systems are moving from pilots to production workflows in enterprise infrastructure.
The key facts
10 to knowAmazon Bedrock AgentCore used to build automated documentation pipeline
Multi-step agentic workflow: .NET code analysis → architecture diagram generation → searchable documentation
Integrated with Amazon Bedrock Knowledge Bases and AWS CodePipeline
Global interdealer broker deployment (named enterprise use case)
Automation of architecture documentation (previously manual/labor-intensive task)
Agent system: code analysis + diagram generation + documentation maintenance
Tech stack: Amazon Bedrock AgentCore, Knowledge Bases, AWS CodePipeline
Use case: .NET codebase architecture documentation (automated)
Industry: Global interdealer broker (financial services)
Multi-step autonomy: agents orchestrate across multiple AWS services
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: 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.