AI圈报教程 / 实战普通
Supercharge Git Flow: Zsh Shortcuts, Automated SemVer & Claude Code Integration
内容摘要
While Git Flow (specifically the AVH edition) remains a solid branching model for managing releases...
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Why I Stopped Using Vector RAG for Coding Agents (And Used Git Markdown Instead)
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TL;DR I had a feature branch that drifted five months behind main, and rebasing it...
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I Built a Security Linter for AI-Generated Code, Here Is What I Found in a Real Production Codebase
AI coding tools write fast. GitHub Copilot. Cursor. ChatGPT. Claude. Gemini. Every single one of...
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Give Claude Code a Knowledge Base It Can Actually Edit
Give Claude Code an editable knowledge base by connecting a narrowly scoped MCP server that exposes structured search, versioned reads, and block level writes.…
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My bot logged a fresh decision every 5 minutes for over an hour. The price it was deciding on never moved once.
Another one from the same one-person-AI-company setup I've written about before: Claude Code builds...
信息来源：DEV Community · Claude
教程 / 实战普通
My tests were describing the code, not checking it
Built a .NET invoicing library with Claude Code over about a week. Zero dependencies, VAT and GST...
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My Claude Code config costs 9,857 tokens before I type anything
I installed 107 skills, 38 agents and 15 commands into Claude Code over a few months. Standard stuff...
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每兆瓦收入与AI模型工厂：Anthropic 如何靠推理毛利反哺训练
Anthropic 的每兆瓦收入从 2024 年的负毛利（每 1 美元收入对应 1.94 美元算力成本）扭转为 2026 年 40-50% 的毛利率，并在 2026 年首次实现盈利季度：109 亿美元营收、5.59 亿美元营业利润。
信息来源：Tomer Tunguz 博客（VC 分析） · Claude
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Warp 在 Claude 平台上构建了基于 Agent Skills 的自我改进循环，通过基础技能与改进技能两个文件型技能，将人类反馈转化为对智能体的持续优化。该模式已应用于其整个开源仓库，覆盖数百名贡献者与数千次代码审查。团队建议以原则而非规则编写技能，并强调低摩擦反馈与改进技能的可复用性。
信息来源：Claude：Blog（网页） · Claude