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I tried four vibe-coding tools, including Cursor and Replit, with no coding background. Here's what worked (and what didn't).

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The native just-in-time compiler in Python 3.15 can speed up code by as much as 20% or more, although it’s still experimental. JITing, or “just-in-time” compilation, can make relatively slow ...