I Built a Job-Scraping Bot to Escape Cloud Consulting (And It's Open Source)

From manually copy-pasting cover letters to a Python pipeline that hunts Dutch tech roles while I sleep — the architecture, the failures, and why I need your help.

The Setup

I had applied to 73 jobs in 4 weeks.

Not casual browsing. I mean: