Python + Excel Automation Without the Fragile Macro Trap
Keep business logic in testable Python modules while using Excel as controlled input/output.
How to Migrate VBA Reporting Workflows to Python Without Breaking Trust
A practical migration pattern for moving legacy VBA reporting into Python with parity tests and stable output contracts.