One-shot benchmarks are great for me as a solo creator, since they slightly correlate to whether the better frontier models (Opus and Fable for me) make better decisions about things I didn't spec, or whether they'll give me better suggestions right off the bat.
Yeah, the models have all been really good at generating greenfield apps for a really long time (in the scope of LLM time).
I suppose it’s interesting to see how they make better greenfield apps. But I am much more interested in how they solve hard problems in existing gnarly codebases.
I imagine one could one-shot a basic app and then feed feature requests one by one, sounds like an obvious way to benchmark architecture/maintainability