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

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Architecture documentation remains one of the most persistent challenges in software development as code bases evolve rapidly. Development teams often spend hours manually creating architecture diagrams, only to watch them become outdated within weeks of deployment. This documentation gap creates knowledge silos, slows developer onboarding, and complicates compliance audits.

Amazon Bedrock AgentCore is the platform to build, connect, and optimize agents at scale with any framework or model. It provides a solution through autonomous agents that can analyze code bases, generate architecture diagrams, and maintain searchable documentation automatically. This agentic approach uses iterative refinement and self-correction to coordinate code analysis, diagram generation, and automated publishing through AWS services.

In this post, you’ll learn how a global interdealer broker built an automated architecture documentation pipeline that integrates with existing continuous integration and continuous delivery (CI/CD) workflows. The solution combines AgentCore for code analysis, Amazon Bedrock Knowledge Basesfor semantic search capabilities,...

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