The AWS CodePipeline integration uses AgentCore to turn .NET code into searchable architecture diagrams.
Amazon Bedrock AgentCore now powers a production pipeline that converts .NET code into architecture diagrams. The autonomous agent runs inside AWS CodePipeline, triggers on commits to CodeCommit repositories, and publishes diagrams and metadata to Amazon Bedrock Knowledge Bases. A global interdealer broker has used this system since Q1 2026 to keep documentation current for its electronic trading platform.
Manual architecture documentation is time-intensive and decays quickly as code changes daily. Teams create diagrams in UML or Mermaid and then watch them fall out of date within weeks, which creates silos, slows onboarding, and complicates compliance audits. A global interdealer broker built this pipeline with AWS and has run it in production on a .NET electronic trading platform since Q1 2026.
For builders, the pipeline removes the need to hand-write UML or Mermaid diagrams for every service change. Operators gain a live view of service dependencies in microservices environments, which helps incident response and reduces the odds of cascading failures. Enterprise teams can point auditors to current diagrams on demand and close compliance gaps without slowing development velocity.
With production use underway, the key item to watch is the agent’s self-correction loop as code changes pile up. AgentCore supports any framework or model, so this CodePipeline pattern is not limited to the initial .NET trading platform. Diagrams and metadata already flow into Amazon Bedrock Knowledge Bases, which makes the architecture searchable and reusable.
What matters
- Amazon Bedrock AgentCore automates architecture diagram generation from .NET code in production.
- Builders can replace manual diagram drafting with code-triggered documentation in CI/CD pipelines.
- Watch for AgentCore adoption to grow as teams map microservice dependencies and prepare compliance audits.
Why it matters
Watch for AgentCore adoption to grow as teams map microservice dependencies and prepare compliance audits.
This GenAI News article was prepared in original wording using reporting and materials published by AWS Machine Learning Blog. Source reference: https://aws.amazon.com/blogs/machine-learning/from-code-to-diagrams-agentic-architecture-documentation-with-amazon-bedrock-agentcore/.
Drafted by the GenAI News review pipeline.