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We’re now in the Software 3.0 era.

Most products will need to be rewritten or re-architected to survive in the age of LLMs. 

LLMs aren’t just tools — they’re becoming the new computation layer.

If you’re a developer or system designer, ask yourself: Which parts of your system should be powered by LLMs?

This decision will define your product’s scalability, maintainability, and long-term competitiveness.

Engineers must adopt an AI-native mindset, otherwise, you’re already falling behind the next wave of software.

software已经进入到3.0的阶段，大部分的代码都面临重写或者大规模重构，来保持AI时代下的产品竞争力

但很多dev和产品经理还没有意识到这一变革的影响力有多大。这种认知差距，会在接下来的一年内被逐渐放大。

在系统设计阶段，必须认真思考几个关键问题：
- LLM 应该介入在哪些层？
- 它能做什么？
- 能替代哪些原有代码逻辑？

这些决策将直接影响产品未来的 迭代速度、维护成本与扩展能力，也决定了它在 AI 时代的生存与领先。