Superalignment

Essential and insufficient. A sandbox tells you the mechanics work. It cannot tell you what real data looks like, how real users behave, or which of your policies your actual systems disagree about. Most of what kills a deployment lives specifically in the difference between the sandbox and production.

Why it matters

Passing in a sandbox is the beginning of the evidence, not the end.