What do you mean by a security harness? And why is that fundamentally different from simply buying another AI or security tool?

Yeah.

You know, I think there's a lot of different tools out there that promise that they're going to do everything for you.

And one of the challenges with security, frankly, is it's not one thing.

It's 50 things.

There's a lot of different areas and domains and technologies that are applied to address security.

I think in order to understand the concept of a security harness, we need to start with the concept of a harness, right? And so many people, when they start using AI, they quickly find that although it's a very powerful tool, the outputs that they get from AI are unpredictable.

Without giving away that talk, could you give us an example maybe of an AI-assisted security task that might sound straightforward, but becomes risky if the team doesn't have that defined set of guardrails and workflow first.