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Pandas gets rid of those tedious Excel tasks and then I use Red Mail for automating sending emails (disclaimer, I'm the author). To schedule things, you can use cron and Windows scheduler on simple things but Rocketry is also built for automating such tasks (disclaimer, I'm also the author). Then I use SQLAlchemy to pull data from databases and scheduled Jupyter notebooks for quick controls and checking commonly occurring problems. And Flask/FastAPI to build partial automation on tasks that still require manual step to inspect data etc.
Pandas gets rid of those tedious Excel tasks and then I use Red Mail for automating sending emails (disclaimer, I'm the author). To schedule things, you can use cron and Windows scheduler on simple things but Rocketry is also built for automating such tasks (disclaimer, I'm also the author). Then I use SQLAlchemy to pull data from databases and scheduled Jupyter notebooks for quick controls and checking commonly occurring problems. And Flask/FastAPI to build partial automation on tasks that still require manual step to inspect data etc.