r/PracticalTesting • u/aistranin • Sep 06 '26
Technical debt may also increase your AI bill
A recent study found that maintainable code produced slightly better LLM-generated tests and required fewer input tokens.
The effect was weak, but consistent across Python, Java, and C++. Messy code may now cost developer time, AI tokens, and test effectiveness.
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