@hqmank rebuilt a job crawler with Jev: from a company homepage it finds Careers and scores roles against their profile. They report about 5 minutes with an LLM versus just over 20 seconds with Jev in their test, packaged as the skill jev-job-hunter.

Kai (@hqmank) published this on 2026-09-18. @hqmank rebuilt a job crawler with Jev: from a company homepage it finds Careers and scores roles against their profile. They report about 5 minutes with an LLM versus just over 20 seconds with Jev in their test, packaged as the skill jev-job-hunter. I rebuilt my job crawler with Jev. The task: start at a company's official homepage, find Careers, and identify jobs that match my profile. Before, with an LLM: ~5 minutes. After, with Jev: just over 20 seconds in my test. How Jev or TypeSafe is used, in the post's own words: “I rebuilt my job crawler with Jev.” The post does not name a separate audience. It is for people reading what @hqmank shows here (it includes media).