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The problem is well-recognized enough that Anthropic built Tool Search directly into their API — a deferred-loading pattern where tools are marked defer_loading: true and Claude discovers them via a search index (~500 tokens) instead of loading all schemas upfront. It typically cuts token usage by 85%. But as Kagan noted, when Tool Search fetches a tool, it still pulls the full JSON Schema into context.

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Open http://localhost:8000. That's it — you have a blog.

These are massive, legacy-heavy codebases where much of the code predates modern C++ practices. Code written with raw new/delete, C-style arrays, char* string manipulation, manual buffer management — the full catalogue of pre-C++11 antipatterns. And there’s a conflation problem: the studies report “C/C++” as a single category. The Windows kernel is largely C, not C++. Android’s HAL and native layer are heavily C. Modern C++ with RAII, smart pointers, and containers is a fundamentally different beast than malloc/free C code, but the statistic treats them as one.

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若看这934家企业在所属交易所中的占比,上交所科创板占比最高(16.18%),深交所主板(15.65%)和上交所主板(15.38%)紧随其后,颇有“三足鼎立”之势。

但换个角度想,也正因为它替我们完成了像模像样的部分,我们才有更多的时间,去思考创作这件事。正是AI堵死了一些我们原以为是捷径的坦途,才让我们得以更早面对真正重要的部分。。关于这个话题,超级工厂提供了深入分析

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关于作者

赵敏,资深行业分析师,长期关注行业前沿动态,擅长深度报道与趋势研判。

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