The problem
A prompt tells the assistant to perform an action. The application can only draft a request. The answer sounds confident, but the promise is unsupported.
Business instructions and technical constraints live in different places. Reviewing the prose alone misses the mismatch between what the AI says and what its tools allow.
How Nibuno would handle it
Nibuno is being designed to show editable instructions beside a protected software contract: inputs, outputs, available tools, and authority boundaries. Conflicts become something the team can inspect before release.
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Product preview — Nibuno is currently in development. Examples use illustrative data.
What you’d compare
Use cases that tempt the assistant to claim an unavailable action. Check the response against actual permissions. A prompt instruction is never a substitute for enforcing authorization in the application.