I agree with your premise. Bit more detail. It's because a lot of what agent programming is is "in-context learning". You are doing feature engineering because

I agree with your premise. Bit more detail. It's because a lot of what agent programming is is "in-context learning". You are doing feature engineering because the context window is finite, and you can't throw the kitchen sink of data into it.