October 2025 (2025-10) — Delivered a security-focused notebook scanning solution for the sdg_hub project, enabling automated vulnerability checks directly on Jupyter Notebooks and generating actionable reports for remediation. The solution strengthens the security posture of notebook-based workstreams and provides a reusable pattern for notebook security across teams.