Weekly field notes on job distribution — the operational pain, the economics, and the API-first path out of multi-board chaos.
August 8, 2026
Candidates punish brands for listings that should already be dead. Most of those ghosts are distribution lag, not a recruiter trying to trick the market.
August 1, 2026
A LinkedIn button inside your ATS feels finished until you need the long tail. Here is why one distribution API beats N board projects on every vendor roadmap.
July 20, 2026
AI bidding buys clicks across publishers. It cannot fix distribution that still lies about open, updated, or closed jobs.
July 10, 2026
LLMs make it easy to ship a hiring product in a weekend. They do not make Indeed, LinkedIn, and the long-tail board APIs any less painful. Here's why distribution still belongs behind one API.
July 3, 2026
Posting the same job to a pile of boards by hand feels free until the ghost listings, mystery applicants, and burned-out recruiters show up. Here's what that mess actually costs.
