{"id":9213,"date":"2025-02-27T16:15:17","date_gmt":"2025-02-27T16:15:17","guid":{"rendered":"https:\/\/site.itshrt.com\/worldnews\/a-i-and-vibecoding-helped-me-to-create-my-own-software\/"},"modified":"2025-02-27T16:15:17","modified_gmt":"2025-02-27T16:15:17","slug":"a-i-and-vibecoding-helped-me-to-create-my-own-software","status":"publish","type":"post","link":"https:\/\/site.itshrt.com\/worldnews\/a-i-and-vibecoding-helped-me-to-create-my-own-software\/","title":{"rendered":"A.I. and Vibecoding Helped Me to Create My Own Software"},"content":{"rendered":"<p> <script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-6606220950177433\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<!-- ItShrt World News -->\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block\"\r\n     data-ad-client=\"ca-pub-6606220950177433\"\r\n     data-ad-slot=\"1882483372\"\r\n     data-ad-format=\"auto\"\r\n     data-full-width-responsive=\"true\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\r\n<br \/>\n<\/p>\n<div data-testid=\"companionColumn-0\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">I am not a coder. I can\u2019t write a single line of Python, JavaScript or C++. Except for a brief period in my teenage years when I built websites and tinkered with Flash animations, I\u2019ve never been a software engineer, nor do I harbor ambitions of giving up journalism for a career in the tech industry.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">And yet, for the past several months, I\u2019ve been coding up a storm.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Among my creations: a tool that transcribes and summarizes long podcasts, a tool to organize my social media bookmarks into a searchable database, a website that tells me whether a piece of furniture will fit in my car\u2019s trunk and an app called LunchBox Buddy, which analyzes the contents of my fridge and helps me decide what to pack for my son\u2019s school lunch.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">These creations are all possible thanks to artificial intelligence, and a new A.I. trend known as \u201cvibecoding.\u201d<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Vibecoding, a term that was popularized by the A.I. researcher <a class=\"css-yywogo\" href=\"https:\/\/karpathy.ai\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">Andrej Karpathy<\/a>, is useful shorthand for the way that today\u2019s A.I. tools allow even nontechnical hobbyists to build fully functioning apps and websites, just by typing prompts into a text box. You don\u2019t have to know how to code to vibecode \u2014 just having an idea, and a little patience, is usually enough.<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-1\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">\u201cIt\u2019s not really coding,\u201d Mr. Karpathy <a class=\"css-yywogo\" href=\"https:\/\/x.com\/karpathy\/status\/1886192184808149383\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">wrote<\/a> this month. \u201cI just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works.\u201d<\/p>\n<p class=\"css-at9mc1 evys1bk0\">My own vibecoding experiments have been aimed at making what I call \u201csoftware for one\u201d \u2014 small, bespoke apps that solve specific problems in my life. These aren\u2019t the kinds of tools a big tech company would build. There\u2019s no real market for them, their features are limited and some of them only sort of work.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">But building software this way \u2014 describing a problem in a sentence or two, then watching a powerful A.I. model go to work building a custom tool to solve it \u2014 is a mind-blowing experience. It produces a feeling of <a class=\"css-yywogo\" href=\"https:\/\/www.nytimes.com\/2024\/05\/17\/podcasts\/hardfork-gpt4o-ai-overviews.html\" title=\"\">A.I. vertigo<\/a>, similar to what I felt after using ChatGPT for the first time. And it\u2019s the best way I\u2019ve found to demonstrate to skeptics the abilities of today\u2019s A.I. models, which can now automate big chunks of basic computer programming, and may soon be capable of similar feats in other fields.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">A.I. coding tools have existed for years. Earlier ones, like GitHub Copilot, were designed to help professional coders work faster, in part by finishing their lines of code the same way that ChatGPT completes a sentence. You still needed to know how to code to get the most out of them, and step in when the A.I. got stuck.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">But over the past year or two, new tools have been built to take advantage of more powerful A.I. models that enable even neophytes to program like pros.<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-2\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">These tools, which include Cursor, Replit, Bolt and Lovable, all work in similar ways. Given a user\u2019s prompt, the tool comes up with a design, decides on the best software packages and programming languages to use, and gets to work building a product. Most of the products allow limited free use, with paid tiers that unlock better features and the ability to build more things.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">To a non-programmer, vibecoding can feel like sorcery. After you type in your prompt, mysterious lines of code fly past, and a few seconds later, if everything goes well, a working prototype emerges. Users can suggest tweaks and revisions, and when they\u2019re happy with it, they can deploy their new product to the web, or run it on their computers. The process can take just a few minutes, or as long as several hours, depending on the complexity of the project.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Here\u2019s what it looked like when I asked Bolt to build me an app that could help me pack a school lunch for my son, based on an uploaded photo of the contents of my fridge:<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-3\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">The app first analyzed the task and broke it down into component parts. Then it got to work. It generated a basic web interface, chose an image recognition tool to identify the foods in my fridge and developed an algorithm to recommend meals based on those items.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">If the A.I. needed me to make a decision \u2014 whether I wanted the app to list the nutritional facts of the foods it was recommending, for example \u2014 it prompted me with several options. Then it would go off and code some more. When it hit a snag, it tried to debug its own code, or backed up to the step before it had gotten stuck and tried a different method.<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-4\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">Roughly 10 minutes after I had entered my prompt, LunchBox Buddy \u2014 which is what the A.I. had decided to call my app \u2014 was ready. You can try it for yourself <a class=\"css-yywogo\" href=\"https:\/\/joyful-froyo-b4482b.netlify.app\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">here<\/a>. (The version I built incorporates an A.I. image recognition tool that costs money to use; for this public web version, I\u2019ve replaced it with a simulated image recognition feature so I don\u2019t rack up a huge bill.)<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-5\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">Not all of my vibecoding experiments have been successful. I\u2019ve been struggling for weeks to build an \u201cinbox autopilot\u201d tool capable of responding to my emails automatically, in my writing style. I\u2019ve encountered roadblocks when trying to integrate A.I. work flows into apps like Google Photos and iOS Voice Memos, which aren\u2019t designed to play well with third-party add-ons.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">And, of course, A.I. occasionally makes mistakes. Once, when I tried to build a website for a tire shop in my neighborhood, the A.I. made up fake reviews from the shop\u2019s Yelp page and added them to a testimonials page. Another time, when I tried to turn a long story I had written into an interactive website, the A.I. included about half the text and left out the other half.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Vibecoding, in other words, still benefits from having humans overseeing the robots, or at least hovering nearby. And it\u2019s probably best for hobby projects, not essential tasks.<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<div data-testid=\"companionColumn-6\">\n<div class=\"css-53u6y8\">\n<p class=\"css-at9mc1 evys1bk0\">That might not be true for much longer. Many A.I. companies are working on software engineering agents that could fully replace human programmers. Already, A.I. is achieving <a class=\"css-yywogo\" href=\"https:\/\/the-decoder.com\/code-competition-codeforces-bans-ai-code-as-as-it-reaches-new-heights-that-cannot-be-overlooked\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">world-class scores<\/a> on competitive programming tests, and several big tech companies, including Google, have outsourced a large chunk of their engineering work to A.I. systems. (Sundar Pichai, Google\u2019s chief executive, <a class=\"css-yywogo\" href=\"https:\/\/fortune.com\/2024\/10\/30\/googles-code-ai-sundar-pichai\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">recently said<\/a> A.I.-generated code made up more than one-fourth of all new code deployed at Google.)<\/p>\n<p class=\"css-at9mc1 evys1bk0\">If I were a junior programmer \u2014 the kind A.I. appears most likely to replace \u2014 I might be panicking about my job prospects. But I\u2019m just a guy who likes to tinker, and to build tools that improve my life in small ways. And vibecoding \u2014 or actual coding \u2014 is one area where A.I. is unmistakably improving.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Since talking about my vibecoding experience <a class=\"css-yywogo\" href=\"https:\/\/www.nytimes.com\/2025\/02\/21\/podcasts\/hardfork-grok-robinhood.html\" title=\"\">on my podcast last week<\/a>, I\u2019ve heard from dozens of other people who have been building their own tools with A.I. assistance. Colleagues have told me about the nutrition apps they\u2019ve built to help them stick to their diets, or the tools they\u2019re using to summarize the email newsletters they get. Readers have sent in websites they\u2019ve built to <a class=\"css-yywogo\" href=\"https:\/\/www.butmyeggs.com\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">track the price of eggs<\/a>, or scrape Zillow listings in Los Angeles to <a class=\"css-yywogo\" href=\"https:\/\/www.rentbrigade.org\/\" title=\"\" rel=\"noopener noreferrer\" target=\"_blank\">discover instances of rent-gouging<\/a> after the Palisades fire.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">Few of these tools are world-changing in their own right. What\u2019s new and notable is that with a few keystrokes, amateurs can now build products that would have previously required teams of engineers.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">I\u2019m not Pollyannaish about A.I., or blind to the effects that A.I. coding apps could have on society if they continue to improve. I think it\u2019s possible that an A.I. that automates building useful software could also automate the creation of malicious code, or even lead to autonomous cyberattacks. And I worry that software engineering is just the first white-collar profession to experience the labor-replacing effects of A.I. tools.<\/p>\n<p class=\"css-at9mc1 evys1bk0\">But for now, building apps to automate annoying or time-consuming tasks in my life seems as good a use of A.I. as any. So I\u2019m going to keep vibecoding \u2014 at least until my kid can pack his own lunch.<\/p>\n<\/div>\n<aside class=\"css-ew4tgv\" aria-label=\"companion column\"\/><\/div>\n<p><script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-6606220950177433\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<!-- ItShrt World News -->\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block\"\r\n     data-ad-client=\"ca-pub-6606220950177433\"\r\n     data-ad-slot=\"1882483372\"\r\n     data-ad-format=\"auto\"\r\n     data-full-width-responsive=\"true\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\r\n<br \/>\n<br \/><a href=\"https:\/\/www.nytimes.com\/2025\/02\/27\/technology\/personaltech\/vibecoding-ai-software-programming.html\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I am not a coder. I can\u2019t write a single line of Python, JavaScript or C++. Except for a brief<\/p>\n","protected":false},"author":1,"featured_media":9214,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39],"tags":[213,123,2904,1035,124,214,3259],"class_list":["post-9213","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-artificial-intelligence","tag-computers-and-the-internet","tag-github-inc","tag-innovation","tag-mobile-applications","tag-openai-labs","tag-vibecoding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A.I. and Vibecoding Helped Me to Create My Own Software - World News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/site.itshrt.com\/worldnews\/a-i-and-vibecoding-helped-me-to-create-my-own-software\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A.I. and Vibecoding Helped Me to Create My Own Software - World News\" \/>\n<meta property=\"og:description\" content=\"I am not a coder. 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