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Using an AI coding assistant to migrate an application from one programming language to another wasn’t as easy as it looked. Here are three takeaways.

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Ruby is an incredibly easy language to learn, and there's a lot of evidence why it is simple to break into and start.

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Agent skills shift AI agents toward procedural tasks with skill.md steps; progressive disclosure reduces context window bloat in real use.

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Vibe coding is making programming more open to everyone, including both CEOs and everyday entrepreneurs who were previously unable to build a rough idea of an app or a website on their own.