Code should come with proof.
AI writes more of our code every month, and most of it arrives naked — a diff, a confident summary, no evidence. We read it, nod, and merge. The promise is speed. The hidden price is a codebase nobody can vouch for, least of all the model that wrote it.
You don’t have to trust the model. You read the chain.
Principles
Think more, build less.
AI was built to think less, build more. We reverse that. The cost of building is near zero. The cost of building the wrong thing is enormous. A feature that took an hour to think through and ten minutes to build beats one that took ten minutes to think through and an hour to debug.
Name the disease, not the symptom.
Before fixing something, state the root cause in one sentence. A fix that addresses the symptom is the first of many. A fix that addresses the cause is one fix forever.
Every character earns its place.
No slop. Not in code, not in prompts, not in documentation. If three words do what five did, use three.
The commitment
Everything is open source, MIT-licensed, and runnable on your own machine. You can read the verifier. You can fork the pipeline. The proof is in the code, not in our word for it.
Speed comes from trust. Trust comes from proof. Proof comes from a system that doesn’t care whether the output looks right — only whether it is.