05/28/2026
What does software quality really mean in the age of AI?
Chris Armstrong, Manager of Developer Relations, breaks down why achieving true application integrity requires knowledge, exploration, visualization, and systems thinking. Understanding your system well enough to know which solutions actually fit matters more than following a fixed process.
The challenge is that as development velocity accelerates and AI autonomy increases, the gap between what's built and what's intended widens. The organizations that close that gap are the ones with the deepest understanding of their systems, the right foundations for continuous validation, and the capability to apply solutions where they actually matter.
That's what application integrity looks like in practice.
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