By the time I sit this, will it already be testing an outdated version of AI?

The exam is framework and tool agnostic by construction. If a competent developer from a different stack could reason their way to the right answer, the item is fair.


So what gets scored is your judgment directing AI, not your fluency with whatever interface happens to be popular this month.

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