Proof you can pip install.
Not a client story — the referee itself. The deterministic bar this practice runs on, extracted from the engine it guards and published where anyone can install it.
371,280
cases re-proven in public CI

— The Brief
Generative code is easy to demo and hard to trust. The practice's guitar engine carries a hard invariant — every generated note in scale, always — but its harness was private, and a private proof persuades nobody.
— Diagnosis
Extract the referee, not the engine. The proving pattern — one projection chokepoint, one recipe hash, one exhaustive sweep — is domain-agnostic. Strip the music out, publish the harness, and let the private engine re-prove itself through the public package.
— How I Read It
First-person · operator's note
The engine is the moat and stays home. But the thing that makes it trustworthy — the referee — is generic, and a referee is more credible when anyone can read its rulebook. So the rulebook went public, and the engine now answers to a package you can install.
— The Build
01 · Projection chokepoint
Generators are allowed to be sloppy. Every artifact passes one total projection at a single emission point — holding a Projected value IS the proof it crossed. Nothing else in the system can construct one.
02 · Recipe ledger
An artifact's identity is the content-hash of the recipe that produced it. The ledger stores recipes, never artifacts — recall re-generates and verifies the hash, so a good result can never be lost.
03 · The parity contract
The private engine re-proves its in-scale invariant through the released package in public CI: 371,280 cases, two independent harnesses, identical counts or the build fails. Zero leaks since publication.
— Artifacts Delivered
- 01snapgate 0.1.0 on PyPI (Apache-2.0, zero dependencies)
- 02SPEC.md — the contract, written before the code
- 03Public CI: exhaustive sweeps on the bundled examples, every push
- 04Private parity job: the engine versus the package, 371,280 cases
— Outcome
The bar the practice claims is now independently checkable: pip install snapgate, read the spec, watch the CI. The engine it came from stays private; its referee answers in public.
— Receipts
- 371,280cases swept, fail-closed
- 0leaks across two independent harnesses
- 0runtime dependencies
"The engine stays home. The referee answers in public."