One of my best use cases for the short duration I have fable is to use it to create the plan and acceptance test files then use GPT 5.5 Pro to do an adversarial review on the plan then feed that feedback into fable to fix the plan.
I like the analog method of writing notes in my notebook. My writing is pretty clean, so if I need it digital, I snap a photo and ask AI to OCR it to text.
I am guessing from the TOC that they are using pandas. My team quickly ran into memory spikes when multiple programs using pandas would run. We have since migrated to using ibis with a duckdb backend to smooth out the memory spikes.
Yeah... I wondered about the title "Automate Excel with Pandas" but Excel users would have no idea what I was talking about. Those who never leave the safe harbor of Microsoft will have heard distant rumblings about Python but not specific modules. Forgive me for sort of equating "Python" with "Pandas" but if it gets more folks using Python then I hope the ends justify the means.
Charging people for their fundamental rights.
It happens in many different ways. Look at all these people that just want to live and they can't even do that without having to pay to exists.
It is getting to be like that movie "In Time" where there is a clock you have to keep funding or you expire.
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