Murtaza Doctor

And you just nailed it.

And not only that, it gives you what I would call it at auditable and standardized in a secure access way to get access to anything, like you said, like databases, APIs, file systems, tools, SaaS apps.

everything through a very, very structured protocol.

So I really believe that with that standardization in effect, I think we can go a long way in terms of getting access to a variety of different contexts which you would need to drive in an agentic workflow.

Absolutely.

Absolutely.

I think all of those are very, very genuine examples, I would say, Michael, of real-world use cases of MCP, and we heavily use it.

We expose a lot of our intelligence and capabilities through MCP.

where customers can then integrate that.

But you nailed it.

I mean, this is the de facto standard and any standard access you need where your agent wants to have an interface or drive action, it's a great way to get access to it.

Yeah, I mean, we really want to, I mean, you know, we really serve the, you know, the developers there and we want to make sure like,

It's the easiest way to integrate more into, I would say, an operational workflow, which they are used to driving.

And what better if we can make that easy, whether it's through scripting and variety of snippets and other things.

So that's just our way of making sure that our products and platforms are part of their day-to-day workflows.

Right.

Absolutely.

Whatever makes the life of, I would say, our customer and our developer base easy, we want to expose that.

And Terraform is actually a big part of that.

So a lot of automation is something which we're driving through it, and it actually really fits well into agentic workflows as well.