The project deploys and continuously operates an independent Curio-based Filecoin Calibration Network storage miner as a long-lived, production-like reference implementation, onboarding meaningful real-world test data to exercise workflows at scale. By expanding independently operated Curio infrastructure outside large pools and publishing operator-focused reliability and configuration insights, it strengthens Calibnet operator diversity, improves decentralization, and provides actionable validation feedback to core implementers and tooling maintainers.