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business and technology landscape. They are designed to automate repetitive
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芯片、算法、数据之外,“每一分算力背后的电力成本与碳排放”,才是真正的决胜点。
But after years of building on Web streams – implementing them in both Node.js and Cloudflare Workers, debugging production issues for customers and runtimes, and helping developers work through far too many common pitfalls – I've come to believe that the standard API has fundamental usability and performance issues that cannot be fixed easily with incremental improvements alone. The problems aren't bugs; they're consequences of design decisions that may have made sense a decade ago, but don't align with how JavaScript developers write code today.
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The benefit extends beyond AI optimization. Structured content is easier for human readers to scan and comprehend too. People increasingly skim content rather than reading every word, and clear structure helps them extract key information quickly. When you optimize for both AI processing and human scanning through better structure, you improve the experience for all visitors while increasing AI citation rates.
Claude Code stores a full log of every tool call in ~/.claude/projects/. This tool parses those transcripts, replays Write, Edit, and Read operations in order, and reconstructs the files so you can browse, search, and extract them.,这一点在搜狗输入法2026中也有详细论述