aisecuritydeveloper-tools

AI agent security testing

Create a tool to test and secure AI agents against prompt injection attacks. For developers building LLM-powered applications.

Why now

As AI agents become more common, security vulnerabilities like prompt injection are a growing concern.

Who for
AI developers and companies
Business model
Subscription or enterprise licensing
Effort
A few months

Developers struggle to secure AI agents against prompt injection and other attacks. Build a testing framework that automatically probes AI agents for vulnerabilities and suggests fixes. Sell to companies deploying LLM-powered apps. Launch with basic injection detection. Risk is rapid evolution of attack vectors outpacing your tool.

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AI agent security testing — Ideas