20:28
2026-08-03
dev.to
artificial-intelligence
Cheap Filters First, LLM Last: Running an AI Matcher Inside a Cron Job
Upwork Scout, a small SaaS that monitors Upwork and emails users matching job alerts, has optimized its AI matching pipeline by applying cheap filters before invoking a language model. The system uses…