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⚡ AI Lessons

Dev.to · Get Anything
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
Track new job postings the week they appear, with a scheduled scraper and a diff
One scrape of a careers page tells you what's open. Two scrapes, a week apart, tell you what changed...

Dev.to · Get Anything
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
I tested 42 large employers to see which ones you can actually scrape. Only 7 worked.
Before you write a scraper for a company's careers page, ask a cheaper question: is the data even...

Dev.to · Get Anything
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
I scraped 503 jobs from Gulf company career pages. Here's who is actually hiring.
Original data from seven Gulf employers. Abu Dhabi is out-hiring Dubai, 45% of roles are mid-senior, and most Gulf giants can't be scraped at all.

Dev.to · Get Anything
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
How to scrape jobs from any company career page (Greenhouse, Lever, Ashby, Workday)
Every major applicant tracking system has a public JSON API. No Selenium, no proxies, no login. Here are the exact endpoints, with working Python.
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