This layered approach -- hardware for the fast path, microcode for the complex path -- is a recurring theme in the 386 design.
根据2026年2月Coding Arena的真实投票数据（17万+开发者票选），核心差异就三点：
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Context window limits. I like to approach problems holistically so I frequently ask Planners to explore multiple angles, consider edge cases, double check plans against the code, and explain things to me until I understand them. So I burn through context windows fast. I noticed that compaction can drop good context or even the decisions made during planning, so now I checkpoint FD progress often. This adds time to the planning cycle but results in tighter plans.
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初步研究顯示，這項技術可能有助於提升學習能力、激發創造力，甚至減輕創傷。