Deterministic by default
HSE FRI scoring is pure, versioned, regression tested. Every number is reproducible from history.
- Engine version 2026.07.0, pinned in src/lib/fri-engine/version.ts
- 73 engine tests, including a line-for-line parity suite against the official HSE FRI Calculator
- Every stored ShiftScore carries fri_version + profile_version for replay