SERIES

Synapse — Cross-Functional Agent Organization

Design, implementation, and operations log of Synapse, a cross-functional agent organization built on Claude Code. Following the area-director pattern, skill delegation, .claude/agents structure, and the 3-stage business redesign approach.

2 episodes

Business

Vol. 01 Business

How to Launch an AI Agent Organization — 3 Phases of Business Redesign

What does it mean to build an organization where AI agents share responsibility? Drawing on Yakumo's Synapse operations, this article maps three phases from passive AI adoption to full business redesign, along with the executive decision criteria at each stage.

2026-05-22

Engineering

Vol. 01 Engineering

Synapse Agent Architecture — The {domain}-director Pattern

How to build a cross-functional agent organization on Claude Code. Full disclosure of the {domain}-director pattern, skill delegation, and .claude/agents/ structure. For senior engineers implementing AI agent harnesses.

2026-05-22

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