Hey everyone! I am Shivam Goyal, a Microsoft MVP, and I am super excited to share a project that is going to save you a massive amount of time.
Designing software architecture is arguably one of th...
Updated Feb 21, 2026
Version 1.0
Blog Post
5 MIN READ
Stop Drawing Architecture Diagrams Manually: Meet the Open-Source AI Architecture Review Agents
This looks very interesting. I'm currently mapping out current state of 5 legacy ASP.Net Web forms applications and 36 APIs at C4M level 2 (using a prompt I made to generate mermaid from the code and then transposing these to LeanIX diagrams). Could what you have created leverage LeanIX MCP? Many opportunities potentially, but it would be good to get auto generated diagrams across a large estate that link to fact sheets so that we could pick up on functional/technology fit and lifetime data and apply that on the diagrams.
That sounds like a great use case, especially when mapping a large legacy estate.
The current sample focuses on a slightly different stage of the workflow. Instead of analyzing codebases directly, the agent works from architecture descriptions or design documentation and generates diagrams along with an initial architecture review such as dependencies or potential risks.
Your approach of generating architecture views from code and linking them with an enterprise architecture platform like LeanIX is very interesting. Combining automated discovery with architecture reasoning could open up some powerful scenarios.
Since the project is open source, you could also fork the sample and experiment with extending it toward LeanIX MCP or similar integrations on your side. Would be great to see how that evolves.
https://github.com/Azure-Samples/agent-architecture-review-sample
