Two roles beat twenty-three specialists for solo builders

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A 2-role orchestrator — Architect (writes spec, verifies, captures lessons) plus Typist (agent that implements per spec, no broader judgment) — is the right size for solo or personal-knowledge workloads. The 23-specialist gstack model adds coordination cost without speedup at small scale; it may earn its overhead for…

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