
"Vibe coding is the latest tech accelerator, and yes, it kind of rocks. New AI-assisted coding practices are helping developers ship new applications faster, and they're even allowing other business professionals to prototype workflows and tools without waiting for a full engineering cycle. Using a chatbot and tailored prompts, vibe coders can build applications in a flash and get them into production within days."
"The challenge here is that when those who aren't coders-and even some of those who do work with code for a living-get an application that does exactly what they want, they think the work is over. In truth, it has only just begun. After the app, then comes the maintenance: updating the app, patching it, scaling it, and defending it. And before you expose real users and data to risk, you must first understand the route that AI took to get your new app working."
Vibe coding uses large language models trained on existing code and patterns to generate code, configurations, and UI components from prompts. Developers and business professionals can rapidly prototype and deploy applications within days using chatbots and tailored prompts. Gartner projects that 40% of new enterprise software will be built with vibe coding tools by 2028. Rapid delivery often leads non-coders and some coders to assume work is complete, but maintenance tasks follow: updating, patching, scaling, and defending applications. Exposing real users and data requires tracing how AI produced the application and addressing security and operational needs.
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