If you’ve tried to keep job descriptions up to date across dozens (or thousands) of roles, you know the drill: scattered files, version sprawl, a never‑ending Slack thread trying to nail down what “senior” really means. 

Job descriptions used to be static. Now they’re living documents. Shifting alongside new skills,