Fairness simulator

Run the shuffle engine yourself.

This page generates synthetic standard-deck deals locally in your browser using the same shared shuffle kernel that production canonical hand preparation imports. It is engine evidence, separate from retained production-hand accountability.

The simulator is a self-contained engineering tool; it uses its own dark theme so the shuffle output and metrics are easier to read.

How this relates to production fairness

The simulator answers whether the shared shuffle algorithm behaves as expected when you run synthetic deals locally.

The PokerWorks Trust Card answers whether retained production hands used the audited canonical path in a stated reporting window.

Future per-hand lookup will answer whether a specific completed hand has a canonical fairness record.