A field guide · 2026 edition

If you're not the model, you're the loop.

Loop engineering is the discipline of designing the cycle that decides what to prompt, when, and whether the result passes. Prompts are one turn. Loops are a system — and you're not playing every note anymore. You're conducting.

The field guides

Eight guides, one method. Roughly in the order a reader meets them: how the field got here, how to work across models, then the tools themselves.