But by that point, Co-op Live had suffered reputational damage. Customers had been angry and upset at the cancellations.
这种技术路径差异也延伸到“智力来源”的选择上：是挂载GPT-4o、Gemini等通用大模型“借智”，还是像国内原力灵机这类公司那样，从头训练具身原生模型，也成为不同技术背景团队各自探索的高地。
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In software development, agents are increasingly integrated directly into the development environment. Code editors like Windsurf feature embedded agents that analyze the codebase, manage dependencies, and run code directly in the terminal to fix errors in real time. While these platforms offer access to advanced reasoning models and competitive subscription tiers for professional use, they’re not pure "no-code" solutions. Operating them effectively requires a foundational understanding of programming and software architecture.