Playbooks, product updates, and research on screening, interviews, and fair, defensible hiring. New posts are published here as they ship.

The same candidate reaches you through three agencies and gets screened three times. Why duplicate candidates happen, and five steps that fix it this month.

From writing better job descriptions to using AI for sourcing, screening, and structured interviews — here's what separates hiring processes that work from the ones that just move fast.