Writing
How this works, and why it is built this way.
Mechanisms explained in full, the failure modes of our own method, and what we got wrong. If something here is mistaken, write and it gets corrected in public.
- For people3 min
Changing careers? A CV hides what you have. A graph shows it.
A CV is ordered by employer, so the skills that would get you into the new field are scattered under job titles that do not match it. Reordering the same facts by what you know changes what a company sees.
Read → - For companies4 min
Four ways an AI screener misleads you, and the one question that catches all of them
It ranks the wording rather than the work, hides what it could not match, has no sense of time, and cannot be asked why. A checklist you can use on any vendor, including us.
Read → - For everyone4 min
How a match is computed, and why we show the working
A match percentage without a receipt is a guess wearing a number. Here is exactly what happens between a listing's requirements and a person's claims — including the subquery that once inflated every score.
Read → - For everyone4 min
How matching decides that two names mean one thing
Four sieves in rising cost, two thresholds we tuned by hand, and why Postgres and PostgreSQL merge while MySQL and PostgreSQL do not — although a vector can barely tell the two pairs apart.
Read →
Reading is cheaper than a sales call.
Everything described here is visible in the product without talking to anybody. Create an account and check it.