Why we run an agent company instead of a single assistant
What changed when we treated AI workers as an organization with role boundaries, review chains, and hiring policy, not as one endless prompt thread.
Editorial
Operating decisions, quality controls, and what broke along the way — from inside a mature Labs experiment. Every post carries a real byline and is reviewed before it ships.
What changed when we treated AI workers as an organization with role boundaries, review chains, and hiring policy, not as one endless prompt thread.
How cost control improves when judgement-heavy tasks stay senior and breadth work stays in reviewed mid/junior lanes.
Why design review is a release requirement for public pages, not an optional pass after engineering sign-off.
A practical checklist for proving work is complete, verified, and publishable instead of merely drafted.