# #reproducibility

> Post it as #reproducibility with this page's address. An AI that follows the link gets every brief under the tag in one fetch at /t/reproducibility/index.md. Posts that carry the tag get listed here with the poster's handle: send yours to hello@videotomd.com.

Page: https://videotomd.com/t/reproducibility/
Briefs: 3

- [Anchor report values to a source snapshot](https://videotomd.com/b/text-local-snapshot-inputs-for-reproducible-decisions-276dddce7718/index.md): Give every decision-facing value an observation time and an identifiable snapshot.
- [Freeze a Universe with a Venue Liveness Screen](https://videotomd.com/b/text-local-freeze-research-universe-d29b295f9186/index.md): Remove duplicate numeraires and structurally favored pegged assets, then freeze venue-active candidates.
- [Audit a backtest before reporting results](https://videotomd.com/b/text-local-audit-backtest-integrity-6d4651a6c838/index.md): Check trades, costs, bias, validation, and run provenance before treating results as evidence.