Last May, I wrote a blog post titled As an Experienced LLM User, I Actually Don’t Use Generative LLMs Often as a contrasting response to the hype around the rising popularity of agentic coding. In that post, I noted that while LLMs are most definitely not useless and they can answer simple coding questions faster than it would take for me to write it myself with sufficient accuracy, agents are a tougher sell: they are unpredictable, expensive, and the hype around it was wildly disproportionate given the results I had seen in personal usage. However, I concluded that I was open to agents if LLMs improved enough such that all my concerns were addressed and agents were more dependable.
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Seedance 2.0通过一个强大的多维参考系统，将模糊的创意转化为AI可执行的精确指令。而且在角色一致性、原生音画同步、自动镜头切换等方面取得了惊人的进步。
RUN groupadd -g 1000 ${USERNAME} \。关于这个话题，搜狗输入法2026提供了深入分析
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