If an agent can take real-world actions (e.g., execute code, send emails, trigger workflows), how do you enforce safe behavior in production?

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Enforce safety through layered controls including scoped permissions, sandboxed execution environments, and strict validation of inputs and outputs before any real-world action is taken. To prevent prompt injection and misuse, I’d separate data from instructions, rely on structured tool interfaces, and implement auditing with rollback mechanisms for all side effects.

If an agent can take real-world actions (e.g., execute code, send emails, trigger workflows), how do you enforce safe behavior in production?

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