Reproducibility playbook.

Deterministic outputs are table stakes. Here is how Helix Studio enforces them end-to-end.

Schema hashes

Every export (design deck, simulation report, NGS alignment) carries a schema version + SHA-256 hash.

Deterministic pipelines

Given the same genome build + parameters, Helix Studio yields identical outputs. Proof kits (replay receipts + immutable runner refs) let reviewers rerun and cryptographically verify outputs.

Diff tooling

Design + analysis diffs render inline so reviewers can confirm that only intended fields changed between runs.

Audit trail

Pilots and production tenants can export signed audit logs for every workflow execution.