Self-Diagnostic

Five signals your AI coding adoption needs structure.

Two minutes. Five honest questions. If three or more signals are present, you are likely accumulating hidden risk behind a productivity dashboard that looks healthy.

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Free Assessment

Five signals your AI coding adoption needs structure.

What you get

The 5 signals to look for, each paired with a single diagnostic question

A scoring rubric that turns yes/no answers into a clear risk level

What each score means and the immediate next step at every threshold

A printable PDF, designed to fill in with IT leadership, AppSec, and platform leads

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