Angelina YangFounder and Host, TwoSetAI · AI builder for visibility and discoverability

The bytecode argument for AI-generated code 🤯

2 Jun 2026 · 0 min

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AI-generated code doesn't need to follow clean-code rules because those rules exist to prevent human mistakes. The speaker compares AI code to bytecode: developers don't inspect compiled bytecode for cleanliness, they just trust it works. AI-generated source code should be treated the same way.

Many people complain about vibecoding that it creates like messy code that doesn't respect like clean code or good architectural designs. But these designs were made for people to avoid human error. And maybe the AI will not need them anymore. Python that, that's compiled many, many times until it reaches bytecode. Do we read the bytecode to make sure it's clean bytecode? No, we just trust it. AI-generated code like just a compilation step.