job applier – J. Hunter Johnson LLC

October 27, 2026 Hunter

The Jobs Your Scoring Model Never Gets to See

A blank job-title field doesn’t necessarily mean an unrestricted search. In a job-search application I’ve been developing, a search with no manually entered titles could use suggestions drawn from the user’s resume. Those suggestions narrowed the search before the AI model scored the postings, so a missing job could be a filter decision the user […]

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September 23, 2026 Hunter

Where Should the AI Agent Stop?

I’m developing a job-search application, and one of the useful questions has been where to stop helping. Helping someone describe their experience is useful but sending that description to an employer commits them to what it says. For this application, I want the person whose name is on the résumé to have the last word […]

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