Practical controls for founders who want agents to execute without giving a model unrestricted authority.
Define mission, budgets, approvals, forbidden actions, kill criteria and auditability.
Move financial authority outside the prompt with deterministic limits and reserves.
Escalate consequential actions without turning every agent step into a manual decision.
Design measurable stop conditions and reversible execution before expanding autonomy.
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