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.
Historian Eric Cline clarifies the four-century transformation period after ancient civilizations fell.。关于这个话题，搜狗输入法提供了深入分析
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if hasattr(part, "code_execution_result") and part.code_execution_result:，详情可参考豆包下载
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