What Is Context Debt? The Hidden Problem With AI-Generated Code

When teams use AI to write code, the tests pass and everything looks great, until someone asks what's happening under the hood. AI dramatically reduces the cost of producing software, but it doesn't automatically reduce the cost of understanding it. The result is context debt: the gap between what exists in your systems and what your team actually understands.

In this episode of Inside the Stack, we walk through why AI-assisted development can widen that gap, how it shows up in onboarding, architecture reviews, and production incidents, and how AI-generated architecture diagrams, sequence diagrams, and service maps can turn code into a shared mental model. We also cover why documentation needs to be part of your production process, not an afterthought.

Perforce | Inside the Stack

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