No LLM, No training data, No cloud – Engine that understands architecture
twoelf Sunday, February 22, 2026Point 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
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