Matt McSpiritGuestJeremy ChapmanHostSo there's a lot of agent activity going on right now and a lot of development, and the raw speed of that can mean that sometimes people aren't always optimizing for scale or reusability or potential security risks.

That's right, and that's part of what makes it so exciting right now, but it also creates some real challenges.

You've got teams building agents in silos, often without a shared approach or standards, and on top of that, there's frequently direct ungoverned access to models and data, which raises concerns.

And when you layer in inconsistent identity management and limited auditability, it becomes harder to scale things responsibly or maintain control as all of this grows.
Okay, so what can we put in place then to accelerate agent development but also reduce our risk so we can get kind of a win-win?
So there's a lot of agent activity going on right now and a lot of development, and the raw speed of that can mean that sometimes people aren't always optimizing for scale or reusability or potential security risks.

That's right, and that's part of what makes it so exciting right now, but it also creates some real challenges.

You've got teams building agents in silos, often without a shared approach or standards, and on top of that, there's frequently direct ungoverned access to models and data, which raises concerns.

And when you layer in inconsistent identity management and limited auditability, it becomes harder to scale things responsibly or maintain control as all of this grows.
Okay, so what can we put in place then to accelerate agent development but also reduce our risk so we can get kind of a win-win?
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