近日，广东深圳的龙先生在自己的博客上发布了两篇文章，称自己为80岁老母亲的手机设置了三重防诈骗的“防火墙”，但在诈骗分子的精心谋划下，母亲账上的95万元在7天内分3次被转走。
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Maintenance and updates become critical components of sustainable strategy. AI models accessing the web in real-time naturally favor fresh content, so static articles gradually lose visibility even if they were initially successful. Building systematic content review and refresh processes prevents this decay and maintains your competitive position.
The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific). When asked “add feature flags,” it builds a config system with env vars and percentage-based rollout instead of recommending LaunchDarkly. When asked “add auth” in Python, it writes JWT + bcrypt from scratch. When it does pick a tool, it picks decisively: GitHub Actions 94%, Stripe 91%, shadcn/ui 90%.