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A practitioner shares challenges and tools for monitoring autonomous AI agents in production, covering runtime prompt injection detection, tool-call auditing with reasoning traces, behavioral drift detection, and multi-agent authorization, while testing tools like Arize Phoenix, Protect AI Guardian, Metoro, Alice, Asqav, and Microsoft Agent Governance Toolkit.