Code is for Machines, Not Humans
Your clean code rules were designed for human brains. AI agents need something different.
I started writing code in 2017. Back then, the path to mastery was clear: Uncle Bob's Clean Code was the gold standard, SOLID principles were absolute rules, and Design Patterns were the blueprints of professional architecture. I spent hours in code reviews arguing about directory structures, class sizes, strictly avoiding duplicate code, and wrapping every database access in multiple layers of interfaces.
For years, I accepted these practices as universal truths. But if you step back and look at how computers actually operate, the machine does not care. The compiler does not care if your code is elegantly decomposed into nested directories of interfaces or written as a single, massive ten-thousand-line file. In fact, the compiler and hardware often have to actively undo all of our clean structures (inlining functions and unrolling loops) to make the...
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