AI Agent Pre-Deployment Security Checklist

AI Agent Pre-Deployment Security Checklist

Checklist

AI Agent Pre-Deployment Security Checklist

Five control families to verify before any agentic system reaches production. 25 specific controls. Each is a yes or no. If you cannot check it, you have found work to do.

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What's Inside

  • 1. Probabilistic Behavior Testing
    You cannot unit-test a distribution with a single pass. Verify the agent behaves within tolerance across repeated, adversarial, and drifted conditions.
  • 2. Training Data and Supply Chain
    The data and weights your agent relies on are part of its attack surface. Verify provenance, integrity, and access controls.
  • 3. Agent Tool Controls
    Every tool you give an agent expands its blast radius. Minimize permissions, validate inputs, and audit every call.
  • 4. Prompt Injection Defense Layers
    Assume injection will be attempted. Defense must hold even if the model is fully compromised.
  • 5. Pre-Ship Sign-Off
    This section is not about code. It is about accountability. Someone must own the decision to ship.

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