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AI security tools categories

Right now, AI security tools fall into 3 categories:
Research tools
Enterprise platforms
Prompt testing tools
Each one solves part of the problem.
None solve it completely.

Existing AI security tools

AI security tools exist.

But most aren t built for developers.

Here s the problem

How are you testing AI agents under adversarial input?

We ve been testing AI agents under adversarial input over the last few days.

One thing stood out:

What surprised us most while testing AI agents

While testing AI agents over the past few days, one thing surprised us:

They don t fail the way traditional software does.

Crucible — Agent Security - AI security agent that detects & stops threats in real time

Crucible — Open-source AI agent security framework. Stress-test AI agents against prompt injection, goal hijacking, and tool misuse before production.