Complete Decision Loop

Design autonomous systems around the full loop of trigger, instructions, constraints, context, and actions.

Break the work into event, instructions, guardrails, context, and tools. Older software overemphasized only the action layer. Usefulness and reliability come from shaping the whole loop, not just the endpoint. #

Wednesday, 8 April 2026