RoleRadar watches for urgent hiring language and writes the hits straight into Neon.

Trigger a scrape with POST /api/job-signals or let Vercel cron call /api/cron/job-signals. The backend searches public LinkedIn guest job results, validates urgency phrases from each job detail page, and stores the signal with a company-level open-role count.