Managing AI agents effectively mirrors good human management practices. The level of oversight an agent needs depends on how well requirements were defined, how much trust has been established, and how critical the task is. Agents that have earned trust get more autonomy, while less trusted ones require closer supervision — exactly as a decent manager would handle a human team.
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