Strong testing practices, clear workflows and coherent internal platforms can help organisations turn AI-assisted development speed into sustainable engineering outcomes.

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER The Third Axis

"Strong testing practices, clear workflows and coherent internal platforms can help organisations turn AI-assisted development speed into sustainable engineering outcomes."

DORA's 2026 analysis connects successful AI use with organisational foundations such as reliable internal platforms, APIs, testing and review processes. It explains why AI can improve throughput in well-functioning environments while accelerating technical debt in fragmented ones.

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Source title Balancing AI tensions: Moving from AI adoption to effective SDLC use

Source authors Jessica Baolin; Nathen Harvey

Source year 2026

Confidence high

Importance high