6 Ways AI Agents Act Beyond Traditional Controls

Cheat Sheet
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AI agents don't follow the same rules as traditional software. They dynamically invoke untrusted tools, access unapproved data sources, execute commands autonomously, and generate insecure code; often at machine speed, with limited visibility or control. This cheat sheet breaks down six specific ways agents operate beyond traditional security controls across the ADLC.

Report Snapshot

Key takeaways:

  • Understand how agents call untrusted tools and access unapproved data sources outside your security perimeter
  • Recognise how autonomous command execution and unrestricted system access create new categories of risk
  • Learn how AI-generated code can introduce risk at a speed and scale beyond a single developer

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