The visibility gap that's smuggling risk into AI code
The vast majority of enterprise leaders are bullish about how ready their organizations are for AI-generated code. However, once that code reaches production, this confidence wavers as incidents arise. This pattern shows up across multiple independent studies in this year alone.
For instance, data published in April 2026 found that monthly production incidents climbed by almost 58% as AI coding tools scaled across engineering teams. A similar study from June found that the same volume of code changes is now producing more than three times the production incidents it did before AI coding tools were introduced en masse.
VP of Product Management at CloudBees.
These findings are echoed in the 2026 State of Code Abundance Report, which surveyed more than 200 enterprise technology leaders and found that 92% expressed confidence in the production readiness of AI-generated code and rated their own AI-code readiness at an average of 84 out of...
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