"Software agents can pass individual correctness checks while producing code that becomes harder to maintain as requirements evolve."
SlopCodeBench evaluates coding agents as they repeatedly extend their own software under progressively revealed specifications. It measures correctness alongside structural erosion and verbosity, showing why success on an isolated implementation does not fully capture the demands of maintaining working code.
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