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YesCodex · 22 Aug 2026

The whole thing was done in a couple hours, with just a few back-and-forths

stickfigure on Hacker News

optimized a hot path in some Java code from ~350ms to ~60ms

In the thread “There's no reason for software to be slow anymore”, replying to this comment

Helped: LLM chose profiling tools and built JMH harness; simple prompt sufficed.

… About half of the optimizations were things that I would have figured out on my own; the other half were definitely "wow" moments. The whole thing was done in a couple hours, with just a few back-and-forths. Sans AI, it would have taken a week, with nowhere near the same gain. …