{"id":4422,"date":"2026-10-20T10:10:46","date_gmt":"2026-10-20T07:10:46","guid":{"rendered":"https:\/\/yedinet.com\/blog\/?p=4422"},"modified":"2026-10-20T10:10:47","modified_gmt":"2026-10-20T07:10:47","slug":"ai-kodlama-ve-guvenlik","status":"publish","type":"post","link":"https:\/\/yedinet.com\/blog\/ai-kodlama-ve-guvenlik\/","title":{"rendered":"AI Kodlama ve G\u00fcvenlik: Yapay Zek\u00e2 Destekli Projelerde Riskler ve \u00c7\u00f6z\u00fcmler"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1067\" src=\"https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Laptop screen displaying lines of code with glasses\" style=\"object-fit:cover;\" srcset=\"https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg.jpg 1600w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg-300x200.jpg 300w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg-1024x683.jpg 1024w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg-768x512.jpg 768w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/qkyzsgjt9rg-1536x1024.jpg 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n<p class=\"wp-block-paragraph\">Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde <strong>Ai<\/strong> ve ak\u0131ll\u0131 <strong>ai tools<\/strong> kullan\u0131m\u0131, projelerin hayata ge\u00e7me h\u0131z\u0131n\u0131 devasa \u00f6l\u00e7\u00fcde art\u0131rd\u0131. Do\u011fal dille komut vererek uygulama \u00e7at\u0131lar\u0131 \u00f6rmeyi sa\u011flayan <strong>vibe coding<\/strong> yakla\u015f\u0131m\u0131, geli\u015ftiricilere b\u00fcy\u00fck bir esneklik sunuyor<sup><\/sup>. Ancak h\u0131z\u0131n artmas\u0131, g\u00fcvenlik ve mimari risklerin de do\u011fru y\u00f6netilmesini zorunlu k\u0131l\u0131yor<sup><\/sup>. Bir web projesinde kod kalitesi kadar <strong>sunucu<\/strong> altyap\u0131s\u0131 ve d\u0131\u015f <strong>sald\u0131r\u0131<\/strong> vekt\u00f6rlerine kar\u015f\u0131 al\u0131nan \u00f6nlemler de projenin kaderini belirler<sup><\/sup>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vibe Coding ve AI Tools Kullan\u0131m\u0131nda G\u00fcvenlik A\u00e7\u0131klar\u0131 Neden Art\u0131yor?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Geli\u015ftiriciler istedikleri \u00e7\u0131kt\u0131lar\u0131 h\u0131zl\u0131ca almak i\u00e7in yapay zek\u00e2 asistanlar\u0131na s\u0131kl\u0131kla ba\u015fvuruyor. Fakat modeller bazen g\u00fcncel olmayan k\u00fct\u00fcphaneleri \u00f6nerebilir ya da mant\u0131ksal zafiyetler i\u00e7eren kod bloklar\u0131 \u00fcretebilir.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Eksik Yetkilendirme Kontrolleri:<\/strong> AI taraf\u0131ndan \u00fcretilen fonksiyonlarda rol tabanl\u0131 eri\u015fim denetimlerinin atlanmas\u0131, yetkisiz veri eri\u015fimine yol a\u00e7abilir.<\/li>\n\n\n\n<li><strong>Girdi Do\u011frulama Eksiklikleri:<\/strong> Kullan\u0131c\u0131dan gelen verilerin (input) yeterince filtrelenmemesi, projeyi d\u0131\u015far\u0131dan gelen enjeksiyon a\u00e7\u0131klar\u0131na kar\u015f\u0131 savunmas\u0131z b\u0131rakabilir.<\/li>\n\n\n\n<li><strong>Otomatik Kod \u0130ncelemesi:<\/strong> \u00dcretilen kodlar\u0131n do\u011frudan canl\u0131ya al\u0131nmas\u0131 yerine g\u00fcvenlik testlerinden ge\u00e7irilmesi kritik bir gerekliliktir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Veri (DATA) Gizlili\u011fi ve Sunucu Katman\u0131nda Al\u0131nmas\u0131 Gereken \u00d6nlemler<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zek\u00e2 ile \u00fcretilen uygulamalar\u0131n i\u015fledi\u011fi hassas <strong>DATA<\/strong>, k\u00f6t\u00fc niyetli ki\u015filerin ilk hedefidir. Bu nedenle yaz\u0131l\u0131m katman\u0131ndaki \u00f6nlemlerin yan\u0131 s\u0131ra bar\u0131nd\u0131rma altyap\u0131s\u0131n\u0131n da izole ve g\u00fc\u00e7l\u00fc olmas\u0131 gerekir. Payla\u015f\u0131ml\u0131 sistemler yerine kaynaklar\u0131 tamamen size tahsis edilmi\u015f bir <strong>sunucu<\/strong> \u00e7\u00f6z\u00fcm\u00fc kullanmak, olas\u0131 \u00e7apraz <strong>sald\u0131r\u0131<\/strong> risklerini minimuma indirir<sup><\/sup>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Projenizin ihtiya\u00e7 duydu\u011fu donan\u0131msal izolasyon ve esnek kaynak y\u00f6netimi i\u00e7in <a target=\"_blank\" rel=\"noopener\" href=\"https:\/\/yedinet.com\/store\/vds-sunucu\">yedinet.com\/store\/vds-sunucu<\/a> altyap\u0131 se\u00e7eneklerini de\u011ferlendirebilirsiniz<sup><\/sup>. Ayr\u0131ca modern Node.js tabanl\u0131 AI uygulamalar\u0131n\u0131z i\u00e7in <a target=\"_blank\" rel=\"noopener\" href=\"https:\/\/yedinet.com\/store\/node-js-hosting\">yedinet.com\/store\/node-js-hosting<\/a> \u00e7\u00f6z\u00fcmlerinden faydalanabilirsiniz<sup><\/sup>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58-1024x576.jpg\" alt=\"a computer on a desk\" class=\"wp-image-4434\" srcset=\"https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58-1024x576.jpg 1024w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58-300x169.jpg 300w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58-768x432.jpg 768w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58-1536x864.jpg 1536w, https:\/\/yedinet.com\/blog\/wp-content\/uploads\/2026\/10\/fq3lfa4zi58.jpg 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u015eifreleme Standard\u0131: SSL Sertifikalar\u0131 Neden Hayati \u00d6nem Ta\u015f\u0131yor?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kullan\u0131c\u0131 taray\u0131c\u0131s\u0131 ile <strong>sunucu<\/strong> aras\u0131ndaki veri ak\u0131\u015f\u0131n\u0131n \u015fifrelenmesi, g\u00fcvenli\u011fin temel ta\u015f\u0131d\u0131r. Yapay zek\u00e2 destekli sitelerde form verileri, \u00fcyelik bilgileri ve \u00f6deme ak\u0131\u015flar\u0131 yo\u011fun \u015fekilde i\u015flenir.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Veri B\u00fct\u00fcnl\u00fc\u011f\u00fc:<\/strong> Aktar\u0131lan bilgilerin \u00fc\u00e7\u00fcnc\u00fc taraflarca dinlenmesini veya de\u011fi\u015ftirilmesini \u00f6nler.<\/li>\n\n\n\n<li><strong>Taray\u0131c\u0131 G\u00fcveni:<\/strong> <strong>SSL<\/strong> sertifikas\u0131 olmayan siteler taray\u0131c\u0131lar taraf\u0131ndan g\u00fcvensiz olarak i\u015faretlenir; bu durum kullan\u0131c\u0131 kayb\u0131na yol a\u00e7ar.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Tekil alan ad\u0131n\u0131z i\u00e7in h\u0131zl\u0131ca <a href=\"http:\/\/yedinet.com\/store\/kolay-kurulum-ssl\">kolay kurulum ssl<\/a> \u00e7\u00f6z\u00fcmlerini devreye alabilir ya da alt alan adlar\u0131n\u0131z\u0131 da g\u00fcvence alt\u0131na almak ad\u0131na <a href=\"http:\/\/yedinet.com\/store\/wildcard-ssl\">wildcard ssl<\/a> se\u00e7eneklerini tercih edebilirsiniz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">UI\/UX, SEO ve Teknik Altyap\u0131 Uyumu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">G\u00fcvenlik \u00f6nlemleri ve altyap\u0131 kararlar\u0131, do\u011frudan kullan\u0131c\u0131 deneyimi (<strong>UI\/UX<\/strong>) ve arama motoru optimizasyonunu (<strong>SEO<\/strong>) etkiler<sup><\/sup>. G\u00fcvensiz HTTP protokol\u00fc kullanan veya s\u0131k s\u0131k <strong>sald\u0131r\u0131<\/strong> alan bir <strong>webdesign<\/strong> projesi, arama motorlar\u0131nda \u00fcst s\u0131ralara t\u0131rmanamaz<sup><\/sup>. H\u0131zl\u0131 y\u00fcklenen, <strong>SSL<\/strong> ile korunan ve modern <strong>ai tools<\/strong> ile optimize edilen siteler hem kullan\u0131c\u0131lar\u0131n sitede kalma s\u00fcresini art\u0131r\u0131r hem de <strong>SEO<\/strong> performans\u0131n\u0131 olumlu y\u00f6nde destekler<sup><\/sup>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde Ai ve ak\u0131ll\u0131 ai tools kullan\u0131m\u0131, projelerin hayata ge\u00e7me h\u0131z\u0131n\u0131 devasa \u00f6l\u00e7\u00fcde art\u0131rd\u0131.<\/p>\n","protected":false},"author":2,"featured_media":4433,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35,37,91],"tags":[],"class_list":["post-4422","post","type-post","status-publish","format-standard","hentry","category-sanallastirma","category-sunucu","category-yapay-zeka"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde Ai ve ak\u0131ll\u0131 ai tools kullan\u0131m\u0131, projelerin hayata ge\u00e7me h\u0131z\u0131n\u0131 devasa \u00f6l\u00e7\u00fcde art\u0131rd\u0131.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Mehmet Dilsiz\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/yedinet.com\/blog\/ai-kodlama-ve-guvenlik\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 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