The Loadout Pattern: Handing the Wheel to an Autonomous LLM

The core idea

Conventional automation executes a procedure — code runs a fixed sequence of steps and decides

nothing; same input, same path, every time. The loadout pattern keeps the steps but moves the

deciding to the model. At each step the brain — an autonomous LLM — judges: what matters,