Balance Question Exposure Across Exam Sittings

Allocate questions across exam sittings using topic quotas, prior exposure, maximum reuse and cooldown rules.

Features

• Include every supplied historical use when checking future eligibility.
• Respect required items and topic counts for each dated sitting.
• Use a seed to reproduce tie choices while retaining hard exposure restrictions.
• Save sitting selections, per-item exposure totals and unresolved-constraint evidence.