a wooden table topped with papers and a pen

Polish resume, cover letter, and interview document workflows

Generated resumes and cover letters now preserve document styling and export cleanly, and interview prep generation shows quieter, aligned progress.

Key user-facing changes:

  • Tailored resume editor: generated resumes open with preserved document styling so content is ready for review and editing.
  • Resume export cleanup: exported PDF/DOCX artifacts no longer include stray page-count footers or repeated bullet prefixes.
  • Cover letters: now include the trusted candidate identity header (same sequence and font scale as resumes) and improved spacing for a cohesive application package.
  • Interview prep: generation progress now behaves consistently with document generation controls to reduce redundant status noise.
  • Operational safety: a deploy-time guard verifies runtime state before recreating services to reduce deployment-related failures.

Before

Tailored resume workspace before the document formatting polish.

After

Tailored resume workspace after the document formatting polish.
The tailored resume workspace now keeps generated resumes in the formatted document editor.

Before

Cover letter workspace before candidate header and spacing polish.

After

Cover letter workspace after candidate header and spacing polish.
Cover letters now share the same trusted candidate identity header as tailored resumes.

Before

Interview prep workspace before progress treatment alignment.

After

Interview prep workspace after progress treatment alignment.
Interview prep generation now uses the same quiet progress treatment as document generation.

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Polish resume, cover letter, and interview document workflows | JobsLobster