许多读者来信询问关于SWE的相关问题。针对大家最为关心的几个焦点，本文特邀专家进行权威解读。
问：关于SWE的核心要素，专家怎么看？ 答：It’s Not AI Psychosis If It Works#Before I wrote my blog post about how I use LLMs, I wrote a tongue-in-cheek blog post titled Can LLMs write better code if you keep asking them to “write better code”? which is exactly as the name suggests. It was an experiment to determine how LLMs interpret the ambiguous command “write better code”: in this case, it was to prioritize making the code more convoluted with more helpful features, but if instead given commands to optimize the code, it did make the code faster successfully albeit at the cost of significant readability. In software engineering, one of the greatest sins is premature optimization, where you sacrifice code readability and thus maintainability to chase performance gains that slow down development time and may not be worth it. Buuuuuuut with agentic coding, we implicitly accept that our interpretation of the code is fuzzy: could agents iteratively applying optimizations for the sole purpose of minimizing benchmark runtime — and therefore faster code in typical use cases if said benchmarks are representative — now actually be a good idea? People complain about how AI-generated code is slow, but if AI can now reliably generate fast code, that changes the debate.
，推荐阅读新收录的资料获取更多信息
问：当前SWE面临的主要挑战是什么？ 答：That’s pretty good.
权威机构的研究数据证实，这一领域的技术迭代正在加速推进，预计将催生更多新的应用场景。，详情可参考新收录的资料
问：SWE未来的发展方向如何？ 答："But I'm going to tell you it is harder to be a parent than to be a space shuttle commander," she laughs.
问：普通人应该如何看待SWE的变化？ 答：幸好，人类面对外部威胁，从来不会坐以待毙。中国AI产学各界很快行动起来，化身破解Sora危机的面壁者。。新收录的资料是该领域的重要参考
问：SWE对行业格局会产生怎样的影响？ 答："This is meant to be a coaching tool," Thibault Roux, Burger King's chief digital officer, told The Verge. However, he added that the company is also "iterating" the system to detect tone in conversations. Is there a chatbot that can warn Burger King executives about off-putting ideas?
Agent 会自动调用 mco 命令，通过它指挥其他 Agent 并行执行任务。不需要去背 MCO 的参数，Agent 读一下 mco -h 自己就知道怎么用了。
总的来看，SWE正在经历一个关键的转型期。在这个过程中，保持对行业动态的敏感度和前瞻性思维尤为重要。我们将持续关注并带来更多深度分析。