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为什么 Claude Code 放弃代码索引,使用 50 年前的 grep 技术?
程序员的那些事· 2025-09-25 02:53
Group 1 - The article discusses the seemingly counterintuitive choice of Claude Code to use a grep-only approach instead of vector indexing, which has sparked debate among developers [3][5]. - Critics argue that this decision represents a technological regression, while supporters highlight its alignment with Unix philosophy and the redefinition of what constitutes a good tool [3][5]. - Claude Code's approach emphasizes real-time search without maintaining a persistent code index, which has been shown to outperform other methods in performance tests [5][49]. Group 2 - The essence of state is explored, distinguishing between stateful and stateless systems, with examples illustrating the impact of state on system design [9][10]. - Historical context is provided, tracing the origins of stateless design from mathematical functions to the Unix pipeline philosophy, which emphasizes simplicity and composability [11][14]. - The advantages of stateless design include composability, natural parallelism, simplicity, and testability, making it a preferred choice in modern computing [30][34][36]. Group 3 - The article discusses scenarios where state is necessary, such as in gaming, user interfaces, and resource management, emphasizing the importance of context in design choices [41][47]. - A mixed strategy is suggested, where stateless computation is combined with stateful storage, allowing for flexibility and efficiency in system architecture [43][46]. - The core insight is that the choice between stateless and stateful design is not a matter of technical belief but an engineering trade-off, focusing on managing necessary state wisely [47]. Group 4 - In the AI era, Claude Code's choice reflects a shift in understanding intelligence, prioritizing predictability and behavior over mere functionality [54]. - The article concludes that simple tools endure, and the design that embraces "forgetfulness" offers greater freedom and adaptability in a rapidly evolving technological landscape [55].