Kurt Mackey

And we always see a moderate to strong relationship at any given organization as well.

And we always see a moderate to strong relationship at any given organization as well.

That's a great question. Like, do we see a different relationship at different bands?

That's a great question. Like, do we see a different relationship at different bands?

Yeah. We haven't studied that, but I will add that to my notes as well. That's really interesting, yeah.

Yeah. We haven't studied that, but I will add that to my notes as well. That's really interesting, yeah.

Yeah. Did you go to developerexperienceindex.com?

Yeah. Did you go to developerexperienceindex.com?

Yeah, that's the white paper.

Yeah, that's the white paper.

Yep.

Yep.

It's taken years to arrive at those 14.

It's taken years to arrive at those 14.

Yeah, I think change confidence, it's about... It's a lot about how easy it is to actually test a change, like get feedback on a change. So I think everything from cloud dev environments, right? All these things kind of interrelate. So cloud dev environments that allow you to quickly spin up a staging environment for just your change to easily manually test stuff.

Yeah, I think change confidence, it's about... It's a lot about how easy it is to actually test a change, like get feedback on a change. So I think everything from cloud dev environments, right? All these things kind of interrelate. So cloud dev environments that allow you to quickly spin up a staging environment for just your change to easily manually test stuff.

Obviously, things like test coverage. Now, you know, AI is coming into the picture there with... helping, you know, write tests or even manually QA, uh, your work.

Obviously, things like test coverage. Now, you know, AI is coming into the picture there with... helping, you know, write tests or even manually QA, uh, your work.

So, so yeah, change confidence is about like when you make a code change, are you kind of like yellowing it when you ship it and just hoping it, it works or do you actually feel confident that when you make a change, it also just has to do with code quality, right? Like if you make a change in one area of the code, does it, is it a house of cards or, you know, cascading effects and

So, so yeah, change confidence is about like when you make a code change, are you kind of like yellowing it when you ship it and just hoping it, it works or do you actually feel confident that when you make a change, it also just has to do with code quality, right? Like if you make a change in one area of the code, does it, is it a house of cards or, you know, cascading effects and