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Read every job advert, tailor my CV and apply with my approval

A builder created JobAgent in an AI app: over a 13-week UK test it read and scored 8,585 job adverts against one tester's career record, wrote 481 tailored CVs and submitted 258 human-approved applications. The run produced 8 interviews and 3 offers — roughly one interview per 32 applications.

How it works

  1. Search chosen job boards and drop roles below salary floor, location or freshness
  2. Read every remaining advert in full
  3. Score each role requirement-by-requirement against the master career profile
  4. Write a tailored CV and cover letter for fits
  5. Independently verify every claim against the profile
  6. Submit only human-approved applications

Why it’s worth knowing

It read 8,585 full adverts and tailored hundreds of CVs, yet still refused to submit anything without a human yes.

Where it’s from

Summarized from a public post on dev.to. See the original ↗

Upgraded prompt

A ready-to-use prompt for this idea, built from research on what makes AI agents do the job right: who the AI should be, the exact steps, and a check to make sure it was done the way you wanted.

1Who the AI should be
2The prompt, with the steps
3The check when it’s done
Upgraded prompts are coming soon.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.