{"id":2812,"date":"2025-05-04T21:07:29","date_gmt":"2025-05-04T21:07:29","guid":{"rendered":"https:\/\/fadyanwar.com\/?p=2812"},"modified":"2025-05-04T21:07:32","modified_gmt":"2025-05-04T21:07:32","slug":"the-reality-of-vibe-coding-why-ai-generated-code-still-requires-expertise","status":"publish","type":"post","link":"https:\/\/fadyanwar.com\/index.php\/2025\/05\/04\/the-reality-of-vibe-coding-why-ai-generated-code-still-requires-expertise\/","title":{"rendered":"The Reality of &#8220;Vibe Coding&#8221; \u2013 Why AI-Generated Code Still Requires Expertise"},"content":{"rendered":"\n<p>I\u2019ve often heard the idea of <strong>&#8220;vibe coding&#8221;<\/strong>\u2014the notion that anyone can generate functional code without understanding how it works, simply by relying on AI tools. To test this claim, I decided to put it into practice, experimenting with multiple AI models and coding assistants to see if they could truly replace foundational programming knowledge.<\/p>\n\n\n\n<p>The hypothesis was simple: <em>Can AI generate working software without the user needing to understand programming basics, design principles, or the underlying AI model?<\/em><\/p>\n\n\n\n<p>After extensive testing with tools like <strong>Gemini, Copilot, DeepSeek, and Cursor<\/strong>, I consistently reached the same conclusion: <strong>No.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>The Problems with AI-Generated Code<\/strong><\/h4>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>It Rarely Works on the First Try<\/strong>\n<ul class=\"wp-block-list\">\n<li>Most generated code fails to run immediately. Even simple proof-of-concept (POC) programs often contain critical errors\u2014wrong library names, nonexistent functions, or logical flaws.<\/li>\n\n\n\n<li>When you ask the AI to fix the code, it often &#8220;hallucinates,&#8221; introducing even more bizarre errors.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>The AI Doesn\u2019t Actually Understand the Code<\/strong>\n<ul class=\"wp-block-list\">\n<li>Despite confidently claiming that the code is &#8220;100% working,&#8221; the AI frequently produces non-functional or misleading solutions.<\/li>\n\n\n\n<li>Example: In one case, the AI repeatedly referenced a <strong>misspelled library name<\/strong>. When I manually corrected it, I discovered that the functions it called <strong>didn\u2019t even exist<\/strong>\u2014they were pure hallucinations.<\/li>\n\n\n\n<li>At one point, after multiple failed fixes, the AI suggested: <em>&#8220;Just install the library locally.&#8221;<\/em> But if the library name was wrong in the first place\u2026 how?<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Security Risks: Malicious Libraries &amp; Hidden Exploits<\/strong>\n<ul class=\"wp-block-list\">\n<li>Some hackers have caught onto AI hallucinations and now <strong>host malicious libraries<\/strong> under the same incorrect names that AI models frequently generate.<\/li>\n\n\n\n<li>If you blindly run AI-generated code, you might end up with:\n<ul class=\"wp-block-list\">\n<li><strong>Data-stealing malware<\/strong><\/li>\n\n\n\n<li><strong>Backdoors for attackers<\/strong><\/li>\n\n\n\n<li><strong>Cryptojacking scripts<\/strong><\/li>\n\n\n\n<li><strong>Unexpected cloud bills<\/strong> (if running on a paid service)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>The Future for Developers<\/strong><\/h4>\n\n\n\n<p>For programmers worried about AI replacing their jobs, here\u2019s the good news: <strong>Your expertise is still essential.<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI won\u2019t eliminate programming jobs\u2014but it <strong>will<\/strong> create more complex debugging scenarios.<\/li>\n\n\n\n<li>Instead of writing boilerplate code, developers will spend more time <strong>fixing AI-generated bugs, securing flawed implementations, and preventing disasters.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>So, no, <strong>&#8220;vibe coding&#8221; doesn\u2019t work (yet).<\/strong> If you don\u2019t understand the fundamentals, AI won\u2019t save you\u2014it might just make things worse.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>I\u2019ve often heard the idea of &#8220;vibe coding&#8221;\u2014the notion that anyone can generate functional code without understanding how it works, simply by relying on AI tools. To test this claim, I decided to put it into practice, experimenting with multiple AI models and coding assistants to see if they could truly replace foundational programming knowledge. [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2814,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_vp_format_video_url":"","_vp_image_focal_point":[],"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2812","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Reality of &quot;Vibe Coding&quot; \u2013 Why AI-Generated Code Still Requires Expertise - Fady Anwar<\/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:\/\/fadyanwar.com\/index.php\/2025\/05\/04\/the-reality-of-vibe-coding-why-ai-generated-code-still-requires-expertise\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Reality of &quot;Vibe Coding&quot; \u2013 Why AI-Generated Code Still Requires Expertise - Fady Anwar\" \/>\n<meta property=\"og:description\" content=\"I\u2019ve often heard the idea of &#8220;vibe coding&#8221;\u2014the notion that anyone can generate functional code without understanding how it works, simply by relying on AI tools. 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