A step-by-step guide to building a cross-platform job scraper using Electron for the UI layer, Puppeteer for browser automation, and edge functions or workers for distributed polling across multiple job boards.
LinkedIn Easy Apply lets you fire off 50 applications in an hour—but the data shows those applications convert at a fraction of the rate of full applications. Here is when to use it and when to skip it.
A developer-pragmatic guide to scraping job boards without getting blocked, banned, or sued—covering robots.txt compliance, polite rate limiting, user-agent headers, and caching strategies.
Use Google X-Ray search operators to uncover job listings that never appear on Indeed or LinkedIn—plus advanced dork strings for company career pages, ATS-hosted postings, and niche boards.
Feed job descriptions through GPT-4 to flag toxic culture signals, impossible requirements, salary evasion, and scope creep before you waste time applying—with a prompt template you can copy today.