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No LLM, No training data, No cloud – Engine that understands architecture

2•twoelf•1h ago
Point it at a codebase. Any language. Any size.

In under a second it tells you the architecture. Not a dependency graph. Not a file tree. The actual architecture — what orchestrates what, where state lives, where the boundaries are, what breaks if you touch something.

I've run it against 45,000+ functions across 6 real-world codebases in 4 languages. It works. On a laptop. No cloud. No GPU. No setup.

Everyone's spending billions throwing LLMs at code and getting confident hallucinations. I went a completely different direction and got something that's fast, deterministic, and can explain every decision it makes.

Building this full-time. Looking for design partners and investors.

twoelf47@gmail.com

Comments

icsa•56m ago
Sample output for a significant github repository?
twoelf•53m ago
will do, shortly.

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1•nghiahsgs•43s ago•0 comments

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Quasi-Zenith Satellite System

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