Most tools autofill the same generic resume everywhere. Linora does the opposite: it reads each job, scores it against your profile, and rewrites your resume and cover letter to match that exact posting. Jobs come live from company career pages, refreshed daily. A browser extension fills the application in your own tab with the tailored version, and you review before anything is submitted. The more people use it, the sharper it gets at each ATS form. Free to start.

Hi everyone, solo maker here. I am a product designer, so I own the architecture, the strategy, and the interaction design, and AI agents handle the implementation under that direction. I got tired of re-tailoring my resume for every job at 2am, so I built Linora. What makes it different: jobs are pulled live from company career pages, not scraped from stale boards. Every resume and cover letter is rewritten to match the exact posting, and the matching engine keeps learning from real usage, so it gets sharper at each ATS over time. The whole flow is built around the candidate, not the recruiter. There is a free plan, no card. I would genuinely rather hear what is broken than what is nice. What would you want it to do?

Linora

Each tailored resume for each job, matched live

Each tailored resume for each job, matched live