#external-state

Agent Task Boards and Branch Policy research · 2026-09-16
A loop needs a place to keep work that outlives a context window, and a set of gates that bound what an autonomous run can break. GitHub Issues and Projects supply the first…
Loop Engineering research · 2026-09-16
Loop engineering is the practice of designing the control system that prompts, verifies, and stops a coding agent, instead of being the person who types the next prompt. Addy…