My corner of the internet.

I scraped thousands of recipes for my food AI platform. I started with requests + BeautifulSoup, rewrote everything in Scrapy, and ran an 84-test migration audit. This is what I learned.

I've been writing software professionally for the better part of a decade. I've never really written any of it down. This blog is my attempt to fix that.