Millions of Python developers using Visual Studio Code find updated data science functionality in the new release of version 1.94, the September 2024 edition of Microsoft's open-source-based editor.
You should start by learning how accounting works, how the old software works, etc. The best software comes from people who know the domain they are writing a program for really well.