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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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“开展主题教育，要以解决实际问题的成效作为衡量标准，即知即改、立行立改，不能拖延，不能虚与应付。”2019年7月，习近平总书记在内蒙古考察并指导开展“不忘初心、牢记使命”主题教育，指导广大党员破解“学归学做归做”的“两张皮”问题。
The 'magical' blue flower changing farmers' fortunes in India