A request escalates tier by tier — deterministic rules (zero cost), then graduated agents for the novel long tail, then a human gate for any mutating action — each tier passing on only what it can't handle
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Escalation Order
• Try the cheapest reliable tier first
• Rules resolve the common case at zero cost
• Each tier passes on only what it can't handle
Guardrail
• Only the long tail reaches the agents
• Any mutating action needs the human gate
• Cost rises only when reliability demands it
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