Task definitions are written at compile time. You describe what the task should do, wire up a model, and run. The prompt stays fixed unless you go back and edit it.

In practice, you often discover after a few runs that the instructions could be more precise. The LLM misses an edge case you didn't anticipate. The output format drifts in ways you...