没多久,我第二次去敦煌,又见到了樊院长。她问我创作进展得如何?我回答说想法是有的,但壁画中的故事实在太多了,请她给我一些建议,看看该从哪入手来写。只见樊院长从办公室里拿来了《敦煌壁画故事》《中国敦煌壁画全集》《敦煌学大辞典》等著作,然后对我说,你先看看这些书吧。我望着这么多、这么厚的书,发现每一本都留下了樊院长的字迹,而且很多已经绝版,瞬间感动得眼泪都快流下来了。我问樊院长,您舍得把这些绝版书都给我吗?她幽默地笑着说,我这是在“投资”啊!
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Now, you can start a coding agent and proceed in two ways: turn the implementation into a specification, and then in a new session ask the agent to reimplement it, possibly forcing specific qualities, like: make it faster, or make the implementation incredibly easy to follow and understand (that’s a good trick to end with an implementation very far from others, given the fact that a lot of code seems to be designed for the opposite goal), or more modular, or resolve this fundamental limitation of the original implementation: all hints that will make it much simpler to significantly diverge from the original design. LLMs, when used in this way, don’t produce copies of what they saw in the past, but yet at the end you can use an agent to verify carefully if there is any violation, and if any, replace the occurrences with novel code.