Why Traditional Testing Breaks Down with AI
The shift from traditional software to AI-powered systems introduces a fundamental change in how inputs and outputs behave. Traditional software operates in a bounded space: you define X possible inputs and expect Y possible outputs, most of the time. Every input and output is predictable and explicitly defined by the developer.
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Mend.io is built for every risk, across AI and AppSec. By securing the code layer and the AI layer—and the interactions between them, where modern application risk now lives—Mend.io extends proven AppSec workflows to the models, prompts, and agents inside today’s applications, delivering continuous protection across the entire AI application lifecycle.