This pipeline wasn't built as a product. It was built out of self-defense — by a founder about to deploy real money into a strategy showing +$299,099 in backtest.
Before wiring the wallet, one question: would this have worked on the coins that no longer exist? Reconstructing the full point-in-time universe — every contract ever listed, dead ones included — took days. Running the honest test took minutes. The sign flipped.
Then it flipped three more strategies. A memecoin scanner whose profit was two lucky tokens. A 1-hour system whose entire edge was ten trades. An energy edge that was real — and spent 8.5 years underwater.
The machine's track record is that it stopped its own builder from making four expensive mistakes. Total deployed into fake edges: $0.
Now it's being packaged so it can do the same for you — before the market runs the test with your money.