The Cleo Team
Notes on building an AI marketing operating system. Architecture decisions, technical challenges, and the craft of making something that thinks.
Two render requests could both read a frame as idle, both claim it, and both charge for it. The fix was to stop treating a status write as the record of a decision and make it the decision itself.