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The AI Agent Prompt Injection Defense Checklist

22 checks to run before any customer-facing AI agent goes live

Prompt injection is the attack your AI agent is most likely to face, and the one most businesses have not prepared for. Before your agent touches a real customer, run every check below. These 22 points cover the full attack surface: what the agent knows, what it will say, what it can access, and what happens when someone tries to break it.

What is inside
  • System Prompt Security
  • Data Access and Leakage Controls
  • Jailbreak and Role Manipulation Resistance
  • Output Filtering and Content Controls
  • Authentication and Session Controls
  • Monitoring and Incident Response
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Lilach Bullock has spent 21 years in marketing. Forbes Top 20 (twice), Oracle Social Influencer of Europe, and ranked the number one digital marketing influencer in the UK. She now builds AI-powered marketing systems for entrepreneurs, service businesses, and founders. The Sunday newsletter goes to 15,000 readers at a 70%+ open rate.

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