Reproduced history
We reconstruct decisions using frozen data where a compatible route exists. Imported returns are labelled separately. History does not establish future performance.
Methodology
A list of metrics is not enough. Conclusions must match the available material, the tests performed and their limitations.
We reconstruct decisions using frozen data where a compatible route exists. Imported returns are labelled separately. History does not establish future performance.
Rolling or expanding when the causal process can be repeated and the sample is sufficient. Nested WFA when parameters are selected: folds and tests are fixed in advance. Splitting a curve after the fact is not enough.
Requires future data, a sealed protocol and actual elapsed time. It is not delivered complete in seven days. Follow-up is scoped separately, without 24/7 monitoring.
We look for temporal leakage, execution misalignment, gaps, duplicates and inconsistent costs. A scanner cannot prove absence of look-ahead. Without point-in-time membership and delistings, survivorship bias is not treated as resolved.
Block Monte Carlo and return-order permutation where appropriate; neither replaces a gate-timing test. DSR/PBO require sufficient variant history and aligned data. They do not prove that every trial has been disclosed.
Versions, configuration and hashes bind the examined material. Hashes do not establish source truth. AI may assist preparation and review; official metrics come from the closed engine and deterministic criteria govern its result. Documentary reviews receive no engine verdict.
Simple strategies on cash equities, spot crypto and spot FX. Compatible daily data; one instrument by default for base validation.
Portfolios, intraday data, new adapters, complex datasets and research/shadow controls. Short selling is not accepted without checking market, contract and runner.
Derivatives, margin, leveraged tokens, live execution, custody of secrets and regulatory validation. We do not certify strategies or guarantee removal of every bias.
ILLUSTRATIVE EXAMPLE · NOT A CLIENT RESULT
03 / LET’S TALK ABOUT YOUR STRATEGY
Tell us what you want checked, the market, instruments, frequency and the code or data you have. We will explain whether it fits and what the scope would be.