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#reproducibility

3 briefs. 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.

• Anchor report values to a source snapshot Give every decision-facing value an observation time and an identifiable snapshot.
• Freeze a Universe with a Venue Liveness Screen Remove duplicate numeraires and structurally favored pegged assets, then freeze venue-active candidates.
• Audit a backtest before reporting results Check trades, costs, bias, validation, and run provenance before treating results as evidence.