New: the Jobefi browser extension shows fit scores right on job listings See it in action →
Jobefi.
Sign inGet started

The Jobefi blog.

Notes on the job search, fit scoring, and what I'm building next.

Why Applying to 200 Jobs Doesn't Work

The math behind spray-and-pray job hunting, and why fewer, better-matched applications outperform volume.

AI Matching vs. Keyword Matching: What's the Real Difference

How keyword-based ATS filtering works today, where it breaks down, and what fit-based matching checks instead.

How to Tailor Your Resume to a Job Description (Without Rewriting It Every Time)

A repeatable, 20-minute method for tailoring your resume to each job description - what to change, what never to change, and how to check the result.

How to Track Job Applications: A Simple System That Actually Gets Used

The minimum fields worth tracking, the stages that matter, and the follow-up rhythm that keeps a job search from going quiet.

AI Job Search Tools in 2026: How to Choose (Volume vs. Fit)

AI job-search tools fall into two camps - volume and fit. Here's how each works, who each suits, and what to check before you pay.

How to Write a Resume Summary That Actually Gets Read

Most resume summaries get skimmed in a few seconds and skipped. Here is what to put there instead, with a before and after.

Why You're Not Getting Interviews (Even Though You're Qualified)

Being qualified and getting interviews are two different problems. Here's how to check which one you actually have.