Evidence-Grounded Guides
Resume & CV tailoring guides
Practical, role-specific guidance on tailoring a resume to a job description — grounded in your real experience, never invented. Every guide links to a free check you can run in under a minute.
Tailor Your CV to Any Job Description →
The core 4-step grounded tailoring workflow: bring the job, ingest your evidence, inspect coverage, review line by line.
Tailor Your Resume for a Software Engineer Job →
Role-specific guidance for SWE postings: systems, scope, and ownership instead of a longer tool list.
ATS Resume Checker →
What an ATS actually parses, what breaks it, and how to check your resume's match score for free.
Resume Match Score →
How CVFit calculates requirement coverage, the Matched / Gap / Needs Detail statuses, and how to read your score.
Zero-Hallucination AI Resume Tailoring →
How the Evidence Knowledge Graph stops an AI resume tool from inventing skills, metrics, or titles.
How to Tailor a Resume Without Lying →
The 3 mistakes that cross the line from tailoring into fabrication, and how to fix each one with proof.
Resume Keywords for ATS →
Mirror a job posting's language only where your resume proves it — not by stuffing a skills section.
CVFit vs Auto-Apply →
Why one tailored, reviewed application beats mass-sending generic resumes to hundreds of employers.
Free AI Resume Tailoring →
What the free Community plan actually includes — 10 jobs/mo, no credit card, no paywall at export.
Line-by-Line Resume Review →
How the before-and-after diff review works, and why a black-box rewrite can hide an invented skill.
How to Write a Data Engineer Resume →
Proving pipeline and platform work with evidence, not a longer tool list.
CVFit vs Generic AI Resume Tools →
Why a general chatbot rewrite and a grounded resume tailor aren't the same thing — honestly, including where DIY wins.
Not sure where to start?
Run the free match checker against a real job posting and see exactly which requirements your resume already proves.
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