Future Work

The items below are intentionally out of current scope. They are candidate extensions, not commitments.

• Richer Nautilus integration patterns
• Longer paper run scenarios
• Optional Kubernetes deployment manifests
• MinIO/S3-backed artifact storage
• Richer reconciliation coverage and checks
• Alertmanager integration for operational alerts
• Additional instruments beyond BTCUSDT
• Optional hftbacktest comparison module

Prioritization depends on current implementation stability and learning outcomes.