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Python

Zulip, mapped

2,497source files
44named areas
~9sfirst run
0name collisions

A large Django application. The areas track the modules: Zerver and its migrations, webhooks, tests, and management, plus the web frontend.

The largest areas IngestMD found

Top 10 areas by file count zulip/Zerver Migrations 779 zulip/Web 444 zulip/Zerver Webhooks 272 zulip/Zerver 193 zulip/Zerver Tests 150 zulip/Zerver Management 78 zulip/Zilencer Migrations 72 zulip/Zerver Views 68 zulip/Corporate Migrations 49 zulip/Zerver Actions 44 Real IngestMD discovery on Zulip, on a laptop. Deterministic: the same repo gives the same map every run.

How it was made

IngestMD scanned Zulip on the laptop and grouped its files into coherent areas in ~9s, with no model and no network. The result is deterministic, so the same repository produces the same map every time, and no two areas share a name. From here you load just the area you need as focused context for an AI assistant, instead of the whole tree.

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