Human Review in AI Workflows: When to Decide, Escalate, or Stop
Human review in AI workflows works best when you decide what the human actually owns: decide, escalate, or stop—then measure whether the boundary helps.
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Agent Autonomy Boundaries: Decide, Escalate, Stop, and Review
Agent autonomy boundaries turn “let the agent decide” into an operational policy: decide what it can do, escalate what it must route, stop real execution paths, and review scope changes to prevent autonomy creep.
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Control Plane vs Agent Loop: Safe Production Architecture for Agentic Systems
In a safe production agentic system, the agent loop proposes actions while the control plane enforces policy, manages approvals/retries, records audit state, and contains failures.
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Agentic AI in Production: Why an Agent Hasn’t Embarrassed You Yet
Agentic AI in production doesn’t fail like classic software. It can be correct-looking, socially awkward, or confidently wrong—until real constraints and boundaries reveal the gaps. Here’s how to recognize the warning signs and harden your system.
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