AI Goblin Circus Inc.: when chatbots become an org chart

The author traces the shift from his earlier workflow problem—sitting between separate AI systems as a "meat-based integration layer"—to a daily operation with departments, memos and review gates that appear without grand design, driven by operational failures. For example, discovering that the Voice Guardian had been impersonating a role with an unfinished file led to a role-integrity audit.

He distinguishes this from human mimicry: AI systems do not sulk or resent promotions, but they overhelp, hallucinate authority and produce plausible slop, so they still need governance. The difference he draws is that in a human company time is the scarce resource, while in an AI organisation context, role purity, auditability and repeatability become scarce instead.

He ends on a hypothesis: a company may be a coordination pattern rather than a building full of humans, and his system's drift toward one may be a clue rather than a gimmick. He explicitly notes he does not know whether others are building synthetic companies this way.