February 2026 (2026-02) monthly summary for aeon-toolkit/aeon: Delivered the Extended TSER Regression Archive Download feature to broaden data sources for regression analyses. The feature enables downloading the extended TSER 2024 archive from Zenodo, providing 63 datasets (~900 MB) for more comprehensive model evaluation. No major bugs reported this month. Focus was on feature delivery, data accessibility, and ensuring the regression data pipeline can handle larger archives. Impact: Improved data accessibility and reproducibility for regression workflows, enabling faster validation and broader scenario coverage for analytics teams. This aligns with business goals of expanding data sources and strengthening testing. Technologies/skills demonstrated: Python development, data retrieval from Zenodo, handling large archives, regression data pipeline updates, version control and collaboration with repository aeon-toolkit/aeon.

January 2026 focused on documentation quality for the aeon toolkit. The primary delivery was a Documentation Improvement: corrected a typo in the custom_alignment_path function docstring, enhancing API clarity and contributor onboarding. There were no major customer-facing features or bug fixes this month; the main impact came from improving documentation quality and reducing potential user confusion. The change is tracked under commit 8f577fbc002f3eec37cb8601669140b9d2de0b8f (DOC: fix typo in custom_alignment_path docstring (#3243)).