Web Reference: Mar 25, 2026 · We introduce SlopCodeBench, a language-agnostic benchmark comprising 20 problems and 93 checkpoints, in which agents repeatedly extend their own prior solutions under evolving specifications that force architectural decisions without prescribing internal structure. SlopCodeBench (SCBench) is a benchmark designed to evaluate coding agents the way real software actually gets built: through repeated requirement changes and extensions. Join the discussion on this paper page SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
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