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    Notes on AI transformation, agentic AI architecture, and what actually works moving from pilots to production.

    Agentic AI4 min read

    When Someone Says They Deployed an "Autonomous Agent," Ask One Question

    Autonomy is not an on/off switch — it's a six-level scale. Here's why most enterprises should stay at L1-L2, and the operational rule for setting autonomy per action, not per agent.

    August 15, 2026

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