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Approval gates

Agree which actions need a human decision before delegating a long task.

Working notes

  • Production-data incidents led to durable restrictions on destructive actions.
  • Expensive studies need an agreed configuration and resource budget.
  • A delegated agent cannot create user authority by relaying a message.
  • Persist approval boundaries in enforceable settings and guards.

Source: course evidence synthesis, §3, §6. These are selected observations, not general performance guarantees.

Before the course

  • [TODO: select a compact worked example and its verification artifact.]
  • [TODO: rehearse the live walkthrough and prepare a fallback.]

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