@mcpherson.ai: AI agents can take actions. But can you prove what they actually did? This is Observa Auto Mapping running in shadow mode: Agent acts → Observa detects the capability → proposes a mapping → human reviews it → evidence stays traceable. No automatic authority. No enforcement. Human stays in control. We’re opening the first invite-only Observa beta now. #AIAgents #AIGovernance #AgenticAI #n8n #OpenClaw

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Monday 17 August 2026 05:12:47 GMT