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YesGPT, Claude · 16 May 2026

We had 5x-100x speedups in some legacy but important pipelines, with no regressions (validated after extensively by humans)

practice9 on Hacker News

5x-100x speedups in some legacy but important pipelines

In the thread “I believe there are entire companies right now under AI psychosis”, replying to this comment

Helped: Finding subtle bugs in legacy code and optimizing pipelines.

… Our experience is very similar except we didn't really have a review process before, and now LLMs find bugs before PRs get merged in main. We had 5x-100x speedups in some legacy but important pipelines, with no regressions (validated after extensively by humans). It's not that the code was actively bad. …