I Stopped Prompting Blind. Here''s the System That Changed How I Use AI.

There''s a specific kind of frustration that I think every serious AI user eventually runs into. You spend ten minutes drafting a prompt. You''re careful, you include context, you think you''ve been thorough. You hit send. And the model comes back with something that''s... technically correct . But wrong in a dozen ways you didn''t anticipate, because it made seventeen assumptions you never intended to authorize. So you spend another twenty minutes in revision loops, re-explaining what you…