I rebuilt my job crawler with Jev.

Rebuilt a job crawler with Jev to find careers pages, follow links, recognize job pages, and score roles against a profile in about 20 seconds instead of 5 minutes.

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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.

Every company organizes its website differently. Jev identifies the Careers entry point, chooses which links to follow, recognizes job pages, and scores each role against my profile.

This is where Jev makes sense to me: automation that needs lots of small decisions, with faster responses and lower costs than calling an LLM at each step.

Packaged it as a skill: jev-job-hunter. Demo below.

Engagement when collected

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