ORBIT: An Execution Framework for Reliable Enterprise AI

Most conversations about AI reliability start with the model. They should start with execution. ORBIT is a five-principle framework — Outbox First, Rate & Shared State, Background Is the Unit of Execution, Idempotency from Day One, and Trace Everything — for building AI systems that survive the failures production guarantees, and can still be explained long after they run.