10-person Spawn spends 30x payroll on AI tokens, ships 77,000 changes a month

mattshumer_ · x · 2026-10-29

Matt Shumer highlights Spawn as the most genuinely AI-native company he's seen, citing its write-up: just 10 employees, spending 30x payroll on AI tokens, shipping 77,000 substantial changes in 30 days (108/hour around the clock) — output nearly matching Anthropic's. The article explains how founders can rebuild an organization around AI workflows.

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