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Using Jev for resume decision workflows: 10 structured use cases

The author argues against asking AI to write a resume directly and instead gives Jev the resume, job description, decisions to make and criteria for structured output, listing 10 resume use cases.

Swati Gupta

@hrswatiguptaArchived 2026.09.24Originally posted 2026.09.23

Using Jev for resume decision workflows: 10 structured use cases

Swati Gupta @hrswatiguptaOriginally posted 2026.09.23

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STOP TELLING AI: “MAKE MY RESUME.” STOP TELLING AI: “IMPROVE MY CV.” STOP TELLING AI: “ANALYZE MY RESUME.” There’s a different way to build resume AI. Instead of asking an AI to write a giant answer, give it: • Your resume • The job description • Specific decisions to make • Clear criteria • A structured output That’s where Jev gets interesting. Jev is built for decisions, not writing. Here are 10 ways to use Jev for resume workflows:

x.com/hrswatigupta/status/2102586257717252236Archived 2026.09.24 10:18