Original papers, written by the team building Automatos. Subjects include tool selection at scale, attention budgets, pre-prompt intelligence layers, operating graphs over tools and skills, layered memory architectures, and the routing decisions that make a multi-agent system economically viable. The cadence is irregular: a paper lands when there's work worth writing up. New papers are announced on X and LinkedIn.