ShellNewHandler VS Willbi.work

Willbi.work's answer:

Willbi is built for one market, Israeli high-tech, and it joins two things that normally live in separate products: deciding which jobs are worth your time, and writing the application for the one you pick. Scoring runs against your actual CV plus a short AI interview about what you are looking for, rather than against keywords, and every score comes with its reasoning so you can disagree with it. The whole product works in Hebrew and English, and the job board is public and readable without an account.

Willbi.work's answer:

Israeli job boards show you everything and let you sort by date, which leaves the filtering to you. Willbi ranks roles by how well they fit your CV and explains why, so you get a shortlist instead of a feed. It then removes the second cost of applying: one click produces a CV tailored to that specific role, keeping every fact from your real experience and changing only emphasis, order and wording, and you can refine it by chat before downloading. Browsing and match scores are free and need no account.

Willbi.work's answer:

Python and FastAPI on the backend, Next.js with React and TypeScript on the frontend, PostgreSQL with Supabase for data, authentication and storage, Celery and Redis for scheduled ingestion, and Google Gemini for job scoring and CV generation. Deployed on Railway and Vercel.

Willbi.work's answer:

Job seekers in the Israeli high-tech market: software, hardware and embedded, data, product, QA, DevOps and security, from students and juniors through senior and management levels. Willbi serves candidates, not recruiters. Hebrew-first, with full English support.

Willbi.work's answer:

Willbi came out of a specific frustration with job hunting in Israeli high-tech: most of the effort goes into reading listings that were never a fit, and then rewriting the same CV for the ones that are. Both are tasks a machine can do better than a person doing them at eleven at night. Willbi started as a way to collect every newly published Israeli tech role in one place, judge each one against a real CV rather than against keywords, and then produce the tailored application in a single step.