The application machine · 4 min
Two hundred applications, four replies
The numbers behind modern job applications are not a motivation problem. They are a market failure, and pretending otherwise is cruel.
Articles
Opinions, held in public.
Why hiring feels broken, and what changes when evidence replaces claims. Written here, by us, with a position in every piece. Where we talk about ourselves, we say so.
AI and hiring · 4 min
When both sides use AI, the CV is dead
Applicants now generate CVs with AI. Companies screen them with AI. Two models talking to each other is not a hiring process, and everyone involved knows it.
Titles and credentials · 3 min
Your job title is a compression error
Three jobs, one line. The title system was built for org charts, not for describing humans, and hiring still runs on it.
The application machine · 4 min
The ATS is keyword theatre
Applicant tracking systems do not read. They match strings. The people who do the work and the people who pass the filter are different populations.
The application machine · 3 min
Ghost jobs are a tax on hope
A meaningful share of job postings are not jobs. They are pipeline building, budget theatre, or simply never taken down. The cost lands on people who can least afford it.
Titles and credentials · 4 min
The degree premium is a rounding error on proof
Companies keep announcing skills-based hiring and keep filtering on universities. The gap between the press release and the filter is where careers go to die.
How hiring decides · 3 min
Interviews measure rehearsal
The job interview rewards a specific talent: being interviewed. The correlation with doing the job is weaker than anyone making offers wants to believe.
How hiring decides · 3 min
Culture fit is taste wearing a lanyard
The least examined phrase in hiring does a lot of quiet damage. Fit usually means familiar, and familiar is how teams clone their blind spots.
Titles and credentials · 4 min
Generalists are the last mispriced asset in hiring
Markets reward what they can measure. Hiring measures titles, so the person who does three jobs is priced as one. That inefficiency is somebody's opportunity.
AI and hiring · 4 min
What AI actually changes about hiring
Not the interview, not the CV polish, not the chatbot recruiter. AI collapses the cost of claims, which makes proof the only scarce signal left.
How we built this · 3 min
Hidden by default is a feature, not a bug
Every talent marketplace wants you visible immediately. We make you invisible until you choose otherwise, and we think that choice is why employed people can use us at all.