软件工程思维 × AI 编程https://www.claudecode-ai.com/zh-CNhttps://www.claudecode-ai.com/m1/09-cost-saving/https://www.claudecode-ai.com/m1/09-cost-saving/全面解析 Claude Code 的计费模式, 对比 API 与订阅方案, 提供 7 个经过验证的省钱技巧Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/10-mcp-intro/https://www.claudecode-ai.com/m1/10-mcp-intro/理解 Model Context Protocol 的核心概念, 学会配置 MCP Server, 用实际案例演示如何扩展 Claude Code 的能力Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/11-troubleshooting/https://www.claudecode-ai.com/m1/11-troubleshooting/收录 20+ 个 Claude Code 常见错误及其解决方案, 覆盖安装、认证、网络、运行时等各类问题Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/13-claude-code-system-prompts/https://www.claudecode-ai.com/m2/13-claude-code-system-prompts/通读 Claude Code 324 条内部提示词后的深度分析——从克制哲学到验证协议，这些设计理念会改变你使用 AI 编程工具的方式。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/05-multi-file-collaboration/https://www.claudecode-ai.com/m3/05-multi-file-collaboration/给一个 Express + React 项目加用户通知功能，涉及后端接口、数据模型、前端组件、样式和测试的联动修改。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/06-claude-md-templates/https://www.claudecode-ai.com/m3/06-claude-md-templates/12 个经过实战验证的 CLAUDE.md 模板，覆盖前端、后端、全栈、开源项目等场景，拿来即用。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/07-prompt-library/https://www.claudecode-ai.com/m3/07-prompt-library/按场景分类的 50 个 Claude Code 提示词，覆盖写代码、改 Bug、重构、测试、文档全流程，附使用技巧和注意事项。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/08-data-engineering-ai/https://www.claudecode-ai.com/m3/08-data-engineering-ai/使用 Claude Code 处理 ETL 流水线、数据清洗脚本和 SQL 查询优化, 提升数据工程效率Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/09-cicd-automation/https://www.claudecode-ai.com/m3/09-cicd-automation/将 Claude Code 集成到 GitHub Actions 工作流, 实现自动化代码审查、测试生成和部署流程Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/10-opensource-contribution/https://www.claudecode-ai.com/m3/10-opensource-contribution/从找到合适的 Issue 到提交被合并的 PR，记录用 Claude Code 完成三次开源贡献的完整过程。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m4/01-headless-mode/https://www.claudecode-ai.com/m4/01-headless-mode/用 --print 和管道把 Claude Code 嵌入脚本和工作流，实现代码审查自动化、批量文件处理和 Git Hook 集成。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/01-cc-vs-cursor/https://www.claudecode-ai.com/m5/01-cc-vs-cursor/从架构理念、使用场景、代码质量、上手难度四个维度，全面对比 Claude Code 和 Cursor。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/02-cc-vs-copilot/https://www.claudecode-ai.com/m5/02-cc-vs-copilot/自动补全 vs 对话式编程，两种 AI 辅助方式的最佳使用场景。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/03-cc-vs-windsurf/https://www.claudecode-ai.com/m5/03-cc-vs-windsurf/Windsurf vs Claude Code，两种产品形态的深度体验报告。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/04-model-selection/https://www.claudecode-ai.com/m5/04-model-selection/不同 Claude 模型的能力差异、适用场景和性价比分析。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/05-api-vs-subscription/https://www.claudecode-ai.com/m5/05-api-vs-subscription/详细算账：不同使用频率下 API 和订阅各花多少钱。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/06-weekly-ai-tools/https://www.claudecode-ai.com/m5/06-weekly-ai-tools/本周 AI 编程领域重要更新汇总：Claude Code 新功能、Cursor 更新、行业趋势分析。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m5/07-annual-tools-review/https://www.claudecode-ai.com/m5/07-annual-tools-review/回顾过去一年 AI 编程领域的重大变化，从 Copilot 一家独大到百花齐放，未来趋势预测。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m6/01-ai-build-website/https://www.claudecode-ai.com/m6/01-ai-build-website/用 Claude Code 从买域名到上线一个能赚钱的内容网站的全过程。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m6/02-adsense-monetization/https://www.claudecode-ai.com/m6/02-adsense-monetization/AdSense 申请、审核通过、广告优化的完整过程，附真实数据。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m6/03-ai-freelancing/https://www.claudecode-ai.com/m6/03-ai-freelancing/从接单平台到项目交付，分享用 AI 工具把接私活效率提升 3 倍的实战经验。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m6/04-wechat-growth/https://www.claudecode-ai.com/m6/04-wechat-growth/分享用 AI 工具辅助技术公众号运营的方法，从选题到排版，从涨粉到变现。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m6/05-career-transition/https://www.claudecode-ai.com/m6/05-career-transition/如何利用 AI 编程工具实现职业升级，附技能树和学习路径。Sun, 05 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/04-one-month-review/https://www.claudecode-ai.com/m3/04-one-month-review/统计了 30 天的使用数据——对话次数、成功率、省时和翻车的场景分类，用数字说话。Sat, 04 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/03-debug-production-bug/https://www.claudecode-ai.com/m3/03-debug-production-bug/Node.js 服务内存持续增长，从发现问题到定位根因的完整排查过程，Claude Code 帮了大忙也帮了倒忙。Fri, 03 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/02-real-refactoring/https://www.claudecode-ai.com/m3/02-real-refactoring/一个 React 项目里的巨型组件重构实录——拆分策略、Claude Code 的表现、以及差点翻车的依赖问题。Thu, 02 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m3/01-build-project-from-scratch/https://www.claudecode-ai.com/m3/01-build-project-from-scratch/用 Claude Code 从 mkdir 到部署上线的完整过程——37 次对话、14 个文件、3 次推翻重来。Wed, 01 Apr 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/12-methodology/https://www.claudecode-ai.com/m2/12-methodology/把思维篇的方法论沉淀为日常开发习惯，附速查检查清单。Tue, 31 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/11-architecture/https://www.claudecode-ai.com/m2/11-architecture/什么时候该听 AI 的建议，什么时候必须自己拿主意。Mon, 30 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/10-testing/https://www.claudecode-ai.com/m2/10-testing/AI 时代的测试策略转变：测试不再是可选项，而是每个步骤的标配。Sun, 29 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/09-error-recovery/https://www.claudecode-ai.com/m2/09-error-recovery/AI 犯错是常态，关键是快速从错误中恢复的能力。Sat, 28 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/08-code-review/https://www.claudecode-ai.com/m2/08-code-review/AI 代码的五类常见问题和一份实用的审查检查清单。Fri, 27 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/07-small-steps/https://www.claudecode-ai.com/m2/07-small-steps/为什么小步迭代比一步到位更高效，以及如何把握合适的粒度。Thu, 26 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/06-claude-md/https://www.claudecode-ai.com/m2/06-claude-md/如何写好 CLAUDE.md，让每次对话自动获得项目上下文。Wed, 25 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/05-context-strategies/https://www.claudecode-ai.com/m2/05-context-strategies/五个实用策略帮你高效管理对话上下文，避免 Claude Code 变笨。Tue, 24 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/04-context-is-precious/https://www.claudecode-ai.com/m2/04-context-is-precious/从内存管理的角度理解上下文管理，识别五种上下文污染模式。Mon, 23 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/08-dev-loop/https://www.claudecode-ai.com/m1/08-dev-loop/把零散知识串成完整的工作流：规划→实现→审查→测试→提交。Sun, 22 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/03-divide-and-conquer/https://www.claudecode-ai.com/m2/03-divide-and-conquer/当需求大到一次拆解不完时，如何递归分治。Sun, 22 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/07-cli-commands/https://www.claudecode-ai.com/m1/07-cli-commands/Claude Code CLI 的启动方式、斜杠命令、管道操作和常用参数速查。Sat, 21 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/02-task-decomposition/https://www.claudecode-ai.com/m2/02-task-decomposition/目标层、步骤层、验证层——把模糊需求变成可执行指令的方法。Sat, 21 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/06-file-operations/https://www.claudecode-ai.com/m1/06-file-operations/理解 Claude Code 如何感知你的项目，以及如何利用现有代码作为模板。Fri, 20 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m2/01-why-prompts-fall-short/https://www.claudecode-ai.com/m2/01-why-prompts-fall-short/问题不在 prompt 写法，而在于你有没有想清楚要做什么。Fri, 20 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/05-effective-prompt/https://www.claudecode-ai.com/m1/05-effective-prompt/Prompt 不是咒语，而是任务描述。掌握好 Prompt 的四个要素。Thu, 19 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/04-context-understanding/https://www.claudecode-ai.com/m1/04-context-understanding/什么是上下文窗口，它如何被消耗，以及基本的管理策略。Wed, 18 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/03-desktop-quickstart/https://www.claudecode-ai.com/m1/03-desktop-quickstart/桌面版的安装、界面导览，以及什么时候该用桌面版、什么时候该用 CLI。Tue, 17 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/02-install-cli/https://www.claudecode-ai.com/m1/02-install-cli/从零开始安装 Claude Code CLI，配置开发环境，创建你的第一个 CLAUDE.md。Mon, 16 Mar 2026 00:00:00 GMThttps://www.claudecode-ai.com/m1/01-what-is-claude-code/https://www.claudecode-ai.com/m1/01-what-is-claude-code/从一个类比开始理解 Claude Code 的定位，搞清楚它擅长什么、不擅长什么。Sun, 15 Mar 2026 00:00:00 GMT