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Every AI agent tool call must be logged with timestamps, agent identity, and decision rationale. We check for structured audit mechanisms.
High-risk actions (delete, transfer, send) require human approval gates. We detect destructive tools without oversight controls.
Budget caps, rate limiting, and loop detection prevent runaway agents. We check for cost controls and error handling.