Introducing AI Architecture Maps

One of the hardest parts of working in a large codebase isn't the code itself — it's understanding how everything connects. Which service calls which API. Which database table feeds which component. Which module sits at the centre of everything and breaks if you touch it.

Today we're shipping AI Architecture Maps — a feature that automatically generates a living, accurate diagram of your entire system from your code, without you writing a single line of config.

What it does

When you upload a repository to Aitechcity, the AI Architecture Map gives you:

• Dependency graph — every module, package, and service mapped to its consumers and dependencies
• API flow diagram — incoming request → middleware → handler → database, traced automatically
• Database schema view — tables, relationships, foreign keys, and the code that touches them
• Execution paths — click any function and see exactly how control flows through the system

Why we built this

Every engineering team we talked to had the same problem: their architecture diagram was either non-existent, three years out of date, or buried in a Confluence page nobody updated after the last big refactor.

The irony is that the information to build the diagram is already in the code — in your imports, your API routes, your ORM queries. We just automated the process of reading it and turning it into something you can actually navigate.

How it works

After indexing your repository, Aitechcity builds a knowledge graph of every symbol, import, API endpoint, and database call. The AI Architecture Map is a visual layer on top of that graph — it clusters related modules, surfaces critical paths, and highlights the parts of your system with the highest number of dependents.

The map updates every time you re-index, so it always reflects the current state of your code.

Available now

AI Architecture Maps are available to all users during the public beta at no cost. Upload your repository from the home page and look for the Architecture tab in the sidebar.

If you have feedback — something the map got wrong, a relationship it missed, a view you wish existed — we want to hear it. We're building this in public and every piece of feedback shapes what ships next.