August 2025: Delivered a rolling horizon optimization example notebook for PyPSA/PyPSA, including end-to-end setup (network initialization, wind and battery components) and a side-by-side comparison of perfect-forecast versus rolling-horizon optimization to illustrate handling forecast uncertainty. The work enhances practical decision-support demos, improves onboarding for advanced optimization techniques, and provides a reproducible reference for users evaluating planning horizons under uncertainty.