Many of the initial cases were actually triggering shortcomings in Ostrich' handling of regexes. Notably, support for capture groups and non-greedy matching are missing or incomplete. I manually rewrote some of those regexes, which is straightforward when we only care about Boolean yes/no matching. The transformation probably should be done in Ostrich itself, but isn't yet there. That's research software for you! After my rewriting 2 065 regexes (out of 62 294) accepted one or fewer strings. Far more (16 833) returned errors.
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Before writing any code, I spent time iterating on the architecture with ChatGPT outside of my editor. I’ve found this useful when working in unfamiliar domains: build a mental model first, then implement.
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