What makes it an agent rather than a single AI prompt?
A single prompt produces one output. A job-search agent carries a piece of work across several connected steps. It can begin with the applicant’s criteria, bring back possible roles, prepare drafts for a selected role, and preserve the result so the applicant can act on it later.
The important idea is coordination. The product should reduce handoffs between search tabs, resume files, letter drafts, and tracking tools without pretending that every decision can be automated safely.
Which parts of a job search can AI assist with?
- Discovery: bring together roles that fit stated titles, locations, recency, and other preferences.
- Preparation: draft a resume or cover letter for a particular job description using the applicant’s source material.
- Review: present the role and generated documents so the applicant can check fit and accuracy.
- Organization: keep application materials and status records from becoming scattered.
Those stages describe the user-facing job to be done. A product does not need to publish its prompts or internal orchestration to explain them honestly.
Where should human review happen?
Human review belongs before generated claims are used and before an application becomes consequential. The applicant knows whether a rewritten bullet remains truthful, whether a role is genuinely desirable, and whether the tone represents them. An assistant can make the review faster; it should not erase it.
A clear workflow separates preparation from approval. “The draft is ready” and “send this under my name” are different decisions.
Can AI tailor a resume without inventing experience?
It can reorganize and rephrase information from a trusted base resume for a specific job, but the output still needs inspection. The safest practical rule is simple: a tailored version may clarify relevant experience, but it must not create a role, skill, result, or credential the applicant cannot defend.
What should you evaluate in an AI job search assistant?
- Can you see which role and source information shaped each draft?
- Can you review the material before it is used?
- Is the product clear about what it does today rather than advertising a future capability as finished?
- Does it help you make a better decision, or only increase application volume?
What does Jobby demonstrate?
Jobby demonstrates an assisted flow for role discovery, fit review, job-specific resume and cover-letter drafts from the applicant’s supplied resume and source material, applicant choice, and tracking. Drafts need human review and must not invent experience or qualifications. Jobby does not submit applications automatically or guarantee interviews or offers. The public site offers an early-access waitlist, not public access to drafting.
What are the limits?
An AI assistant cannot decide whether a career move is right for you, verify every subtle implication in a generated document without your help, or control an employer’s response. It can reduce repetitive work. It cannot guarantee interviews, offers, or a good fit.