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Executive boards and leadership teams need proof that the AI coding tools the organization has invested in are actually working. To get the answer, they turn to DORA metrics and other measurements. They let you know if deployment frequency, or cycle time, is going up or down. They give you pull request analytics and code quality analytics. The quantitative side.

They tell you the "what." What's missing is the "why."

• Are these metrics dropping because the team is struggling with a new AI tool?
• Was there a reorganization of assets?
• Did the best people quietly disengage?
• Do developers trust AI-generated code? Is tool friction happening?

Developer surveys can fill in what you're missing on the qualitative side of things.

Join GitKraken's VP of Developer Research Jeremy Castile and Director of Product Jeff Schinella as they discuss the benefits of developer surveys. To be clear, we're not talkin' a once-a-year engagement survey that more than likely comes from HR. We're talking about a structured way to ask questions specific to the engineering team, your workflows and your tooling.