The core flow

The daily loop mirrors a three-pass methodology. Code does the cheap work first.

Paste to submit

  1. You paste a job (text or URL). The app never auto-fetches from closed boards.
  2. Code parses and hard-filters (0 tokens): location, salary, contract, visa.
  3. Legitimacy check assigns a green / yellow / red tier.
  4. The AI acts as a blunt recruiter: rubric score, missing keywords, red flags, ATS pass, and "before you submit" notes.
  5. The AI offers to tailor: XYZ rewrite, then a dual critique, then a build.
  6. You review, edit, export, and submit manually. The app never clicks "apply" for you.