{"id":38789,"date":"2026-02-07T18:00:39","date_gmt":"2026-02-07T15:00:39","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/"},"modified":"2026-02-07T18:00:39","modified_gmt":"2026-02-07T15:00:39","slug":"proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/","title":{"rendered":"ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek"},"content":{"rendered":"<h2>ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek<\/h2>\n<p>Yapay zeka (YZ) teknolojilerinin hayat\u0131m\u0131z\u0131n her alan\u0131na n\u00fcfuz etti\u011fi bir d\u00f6nemde, yaz\u0131l\u0131m geli\u015ftirme paradigmalar\u0131n\u0131n da bu de\u011fi\u015fime ayak uydurmas\u0131 ka\u00e7\u0131n\u0131lmaz hale geldi. Geleneksel programlama yakla\u015f\u0131mlar\u0131, YZ sistemlerinin getirdi\u011fi karma\u015f\u0131kl\u0131k, veri yo\u011funlu\u011fu ve dinamik yap\u0131 kar\u015f\u0131s\u0131nda yetersiz kalabiliyor. \u0130\u015fte bu noktada, ProXPL fikri do\u011fdu: YZ \u00e7a\u011f\u0131n\u0131n gerektirdi\u011fi esnekli\u011fi, verimlili\u011fi ve \u00f6l\u00e7eklenebilirli\u011fi sunan, programlamay\u0131 temelden yeniden d\u00fc\u015f\u00fcnen bir platform in\u015fa etme vizyonuyla yola \u00e7\u0131kt\u0131m.<\/p>\n<h2>Geleneksel Programlaman\u0131n Yapay Zeka \u00c7a\u011f\u0131ndaki S\u0131n\u0131rlar\u0131<\/h2>\n<p>Onlarca y\u0131ld\u0131r kulland\u0131\u011f\u0131m\u0131z programlama dilleri ve metodolojileri, belirli bir mant\u0131k ak\u0131\u015f\u0131n\u0131 takip eden, deterministik sistemler in\u015fa etmek i\u00e7in tasarlanm\u0131\u015ft\u0131r. Ancak yapay zeka uygulamalar\u0131, bu kal\u0131plar\u0131n \u00f6tesine ge\u00e7erek yeni zorluklar ortaya koymaktad\u0131r.<\/p>\n<h3>Karma\u015f\u0131kl\u0131k Y\u00f6netimindeki Zorluklar<\/h3>\n<p>Modern YZ sistemleri, farkl\u0131 algoritmalar, modeller, veri k\u00fcmeleri ve entegrasyon noktalar\u0131yla inan\u0131lmaz derecede karma\u015f\u0131kt\u0131r. Geleneksel kod tabanlar\u0131, bu karma\u015f\u0131kl\u0131\u011f\u0131 y\u00f6netmekte, s\u00fcrd\u00fcrmekte ve geni\u015fletmekte zorlan\u0131r. Mod\u00fclerlik sa\u011flansa bile, bile\u015fenler aras\u0131 ba\u011f\u0131ml\u0131l\u0131klar ve veri ak\u0131\u015flar\u0131 h\u0131zla i\u00e7inden \u00e7\u0131k\u0131lmaz bir hal alabilir.<\/p>\n<h3>Veri Merkezli Yakla\u015f\u0131m\u0131n Eksikli\u011fi<\/h3>\n<p>Yapay zeka, \u00f6z\u00fcnde veri merkezlidir. Modellerin e\u011fitimi, do\u011frulanmas\u0131 ve \u00fcretim ortam\u0131nda kullan\u0131lmas\u0131 s\u00fcrekli ve tutarl\u0131 veri ak\u0131\u015f\u0131n\u0131 gerektirir. Geleneksel programlama dilleri, veriyi birincil vatanda\u015f olarak ele almaktan ziyade, genellikle ikincil bir girdi olarak g\u00f6r\u00fcr. Bu durum, veri y\u00f6netimi, veri d\u00f6n\u00fc\u015f\u00fcm\u00fc ve model-veri etkile\u015fiminde verimsizliklere yol a\u00e7ar.<\/p>\n<h3>Dinamik Ortamlara Uyumsuzluk<\/h3>\n<p>YZ modelleri, ger\u00e7ek d\u00fcnya verileriyle s\u00fcrekli etkile\u015fim halinde olduklar\u0131 i\u00e7in dinamik olarak evrilir ve adapte olurlar. Geleneksel yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7leri, genellikle statik kod tabanlar\u0131 ve \u00f6nceden tan\u0131mlanm\u0131\u015f i\u015f mant\u0131\u011f\u0131 \u00fczerine kuruludur. Bu, modellerin s\u00fcrekli g\u00fcncellenmesi, yeniden e\u011fitilmesi ve da\u011f\u0131t\u0131lmas\u0131 gerekti\u011finde \u00f6nemli operasyonel y\u00fckler ve gecikmeler yarat\u0131r.<\/p>\n<h3>\u0130nsan-Yapay Zeka \u0130\u015fbirli\u011finin K\u0131s\u0131tlar\u0131<\/h3>\n<p>Yapay zeka sistemleri art\u0131k sadece otomatik g\u00f6revler yerine getirmekle kalm\u0131yor, ayn\u0131 zamanda insanlarla i\u015fbirli\u011fi yap\u0131yor, onlara \u00f6neriler sunuyor ve kararlar\u0131nda yard\u0131mc\u0131 oluyor. Geleneksel aray\u00fczler ve programlama paradigmalar\u0131, bu t\u00fcr karma\u015f\u0131k, kar\u015f\u0131l\u0131kl\u0131 etkile\u015fimi ve \u00f6\u011frenmeyi desteklemekte yetersiz kalmaktad\u0131r. \u0130nsanlar\u0131n YZ sistemlerinin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 anlamas\u0131, onlara geri bildirim sa\u011flamas\u0131 ve davran\u0131\u015flar\u0131n\u0131 y\u00f6nlendirmesi i\u00e7in daha sezgisel ve etkile\u015fimli ara\u00e7lara ihtiya\u00e7 vard\u0131r.<\/p>\n<h2>Yapay Zeka Odakl\u0131 Geli\u015ftirmenin Yeni \u0130htiya\u00e7lar\u0131<\/h2>\n<p>Yapay zeka \u00e7a\u011f\u0131nda ba\u015far\u0131l\u0131 olmak i\u00e7in, geli\u015ftirme s\u00fcre\u00e7lerimizin ve ara\u00e7lar\u0131m\u0131z\u0131n belirli yeni ihtiya\u00e7lar\u0131 kar\u015f\u0131lamas\u0131 gerekmektedir. ProXPL, bu ihtiya\u00e7lar\u0131 merkeze alarak tasarlanm\u0131\u015ft\u0131r.<\/p>\n<h3>Model Y\u00f6netimi ve S\u00fcr\u00fcmlendirme<\/h3>\n<p>Birden fazla YZ modelini, farkl\u0131 versiyonlar\u0131n\u0131 ve bunlar\u0131n performans metriklerini etkin bir \u015fekilde y\u00f6netmek, modern YZ projelerinin temel bir gereksinimidir. Geleneksel s\u00fcr\u00fcm kontrol sistemleri kod i\u00e7in harikayken, modellerin ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimi i\u00e7in \u00f6zel ara\u00e7lara ihtiya\u00e7 duyulur. ProXPL, modelleri ve ilgili veri setlerini birincil varl\u0131klar olarak ele alarak bu s\u00fcreci basitle\u015ftirmeyi hedefler.<\/p>\n<h3>A\u00e7\u0131klanabilirlik ve \u015eeffafl\u0131k Talebi (XAI)<\/h3>\n<p>\u00d6zellikle kritik alanlarda (sa\u011fl\u0131k, finans, hukuk) kullan\u0131lan YZ modellerinin kararlar\u0131n\u0131n nedenlerini a\u00e7\u0131klayabilmesi giderek daha \u00f6nemli hale gelmektedir. Geleneksel kara kutu yakla\u015f\u0131mlar\u0131 kabul edilemez. ProXPL, modellerin i\u00e7 i\u015fleyi\u015fini daha \u015feffaf hale getiren ve karar verme s\u00fcre\u00e7lerini yorumlamay\u0131 kolayla\u015ft\u0131ran mekanizmalar sunar.<\/p>\n<h3>S\u00fcrekli \u00d6\u011frenme ve Adaptasyon<\/h3>\n<p>YZ modellerinin \u00fcretim ortam\u0131nda dahi s\u00fcrekli \u00f6\u011frenmesi ve de\u011fi\u015fen ko\u015fullara adapte olmas\u0131 gerekmektedir. Bu, sadece modelin yeniden e\u011fitilmesi de\u011fil, ayn\u0131 zamanda altyap\u0131n\u0131n bu dinamik g\u00fcncellemeleri sorunsuz bir \u015fekilde entegre edebilmesi anlam\u0131na gelir. ProXPL, bu s\u00fcrekli entegrasyon ve da\u011f\u0131t\u0131m (CI\/CD) d\u00f6ng\u00fcs\u00fcn\u00fc YZ modelleri i\u00e7in optimize eder.<\/p>\n<h3>\u00c7ok Modlu Veri \u0130\u015fleme<\/h3>\n<p>Metin, g\u00f6r\u00fcnt\u00fc, ses, video gibi farkl\u0131 veri t\u00fcrlerini bir arada i\u015fleyebilen ve bunlar aras\u0131nda anlaml\u0131 ili\u015fkiler kurabilen sistemler geli\u015ftirmek, YZ&#8217;nin gelece\u011fidir. Geleneksel programlama dilleri genellikle tek bir veri t\u00fcr\u00fcne odaklan\u0131rken, ProXPL \u00e7ok modlu veri i\u015fleme yeteneklerini \u00e7ekirde\u011fine entegre eder.<\/p>\n<h2>ProXPL&#8217;in Do\u011fu\u015f Felsefesi: Neden Farkl\u0131 Bir Yakla\u015f\u0131m?<\/h2>\n<p>ProXPL, yukar\u0131da belirtilen zorluklar\u0131 a\u015fmak ve YZ \u00e7a\u011f\u0131n\u0131n potansiyelini tam olarak ortaya \u00e7\u0131karmak i\u00e7in yeni bir programlama felsefesiyle yola \u00e7\u0131kt\u0131.<\/p>\n<h3>Deklaratif ve Bile\u015fen Tabanl\u0131 Mimari<\/h3>\n<p>ProXPL, &#8220;nas\u0131l&#8221; de\u011fil, &#8220;ne&#8221; yap\u0131laca\u011f\u0131n\u0131 tan\u0131mlamaya odaklanan deklaratif bir yakla\u015f\u0131ma sahiptir. Geli\u015ftiriciler, karma\u015f\u0131k i\u015f ak\u0131\u015flar\u0131n\u0131 ve YZ modellerini, \u00f6nceden tan\u0131mlanm\u0131\u015f veya \u00f6zel olarak olu\u015fturulmu\u015f ak\u0131ll\u0131 bile\u015fenler (smart components) arac\u0131l\u0131\u011f\u0131yla bir araya getirirler. Bu bile\u015fenler, kendi i\u00e7 mant\u0131klar\u0131n\u0131, veri gereksinimlerini ve etkile\u015fim kurallar\u0131n\u0131 kaps\u00fcller. Bu sayede, kod tekrar\u0131 azal\u0131r, okunabilirlik artar ve sistemin genel karma\u015f\u0131kl\u0131\u011f\u0131 y\u00f6netilebilir hale gelir.<\/p>\n<pre><code>\n\/\/ Geleneksel Yakla\u015f\u0131m (Pseudo-kod)\nfunction processImage(imagePath) {\n    \/\/ G\u00f6r\u00fcnt\u00fcy\u00fc y\u00fckle\n    \/\/ \u00d6n i\u015fleme ad\u0131mlar\u0131\n    \/\/ Modeli y\u00fckle\n    \/\/ \u00c7\u0131kar\u0131m yap\n    \/\/ Sonu\u00e7lar\u0131 formatla\n    \/\/ Veritaban\u0131na kaydet\n}\n\n\/\/ ProXPL Yakla\u015f\u0131m\u0131 (Deklaratif Pseudo-kod)\nComponent ImageProcessor {\n    input: Image\n    output: ProcessedResult\n    steps: [\n        LoadImage,\n        PreprocessImage with (resize: 224, normalize: true),\n        RunModel (model_id: \"my_vision_model_v2\"),\n        FormatResults (output_type: JSON),\n        SaveToDatabase (table: \"image_predictions\")\n    ]\n}\n<\/pre>\n<p><\/code><\/p>\n<h3>Yapay Zeka \u0130lk Elden Vatanda\u015f<\/h3>\n<p>ProXPL'de YZ modelleri, veri k\u00fcmeleri ve \u00f6\u011frenme s\u00fcre\u00e7leri, platformun temel yap\u0131 ta\u015flar\u0131d\u0131r. Geleneksel programlama dillerinde YZ modelleri genellikle d\u0131\u015f k\u00fct\u00fcphaneler veya API \u00e7a\u011fr\u0131lar\u0131 arac\u0131l\u0131\u011f\u0131yla entegre edilirken, ProXPL bunlar\u0131 sistemin do\u011fal bir par\u00e7as\u0131 olarak g\u00f6r\u00fcr. Bu, model ya\u015fam d\u00f6ng\u00fcs\u00fc y\u00f6netimini, versiyonlamay\u0131 ve entegrasyonu \u00e7ok daha sorunsuz hale getirir.<\/p>\n<h3>\u0130nsan Merkezli Tasar\u0131m<\/h3>\n<p>Platform, sadece makinelere de\u011fil, ayn\u0131 zamanda insan geli\u015ftiricilere, veri bilimcilere ve i\u015f analistlerine de hitap eder. G\u00f6rsel programlama ara\u00e7lar\u0131, sezgisel aray\u00fczler ve a\u00e7\u0131klanabilir YZ (XAI) \u00f6zellikleriyle, farkl\u0131 uzmanl\u0131k seviyelerindeki kullan\u0131c\u0131lar\u0131n YZ sistemlerini daha kolay anlamas\u0131n\u0131, geli\u015ftirmesini ve optimize etmesini sa\u011flar.<\/p>\n<h3>Evrimsel Geli\u015ftirme Prensibi<\/h3>\n<p>ProXPL, YZ sistemlerinin s\u00fcrekli de\u011fi\u015fen do\u011fas\u0131n\u0131 kabul eder. Platform, h\u0131zl\u0131 yinelemeyi, kolay adaptasyonu ve \u00fcretim ortam\u0131nda dahi s\u00fcrekli \u00f6\u011frenmeyi destekleyecek \u015fekilde tasarlanm\u0131\u015ft\u0131r. Bu, geli\u015ftiricilerin fikirlerini daha h\u0131zl\u0131 test etmelerine ve sistemlerini ger\u00e7ek d\u00fcnya geri bildirimlerine g\u00f6re evrimle\u015ftirmelerine olanak tan\u0131r.<\/p>\n<h2>ProXPL'in Temel Mimari Prensipleri ve Yenilik\u00e7i \u00d6zellikleri<\/h2>\n<p>ProXPL'in \u00e7ekirde\u011finde, YZ \u00e7a\u011f\u0131n\u0131n gereksinimlerini kar\u015f\u0131lamak \u00fczere tasarlanm\u0131\u015f bir dizi mimari prensip ve yenilik\u00e7i \u00f6zellik bulunmaktad\u0131r.<\/p>\n<h3>Ak\u0131ll\u0131 Bile\u015fenler ve Entegrasyon<\/h3>\n<p>ProXPL'in kalbinde, belirli bir g\u00f6revi yerine getiren, kendi i\u00e7inde<\/p>\n","protected":false},"excerpt":{"rendered":"Yapay zeka (YZ) teknolojilerinin hayat\u0131m\u0131z\u0131n her alan\u0131na n\u00fcfuz etti\u011fi bir d\u00f6nemde, yaz\u0131l\u0131m geli\u015ftirme paradigmalar\u0131n\u0131n da bu de\u011fi\u015fime ayak uydu&#8230;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-38789","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ProXPL&#039;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/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:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ProXPL&#039;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka (YZ) teknolojilerinin hayat\u0131m\u0131z\u0131n her alan\u0131na n\u00fcfuz etti\u011fi bir d\u00f6nemde, yaz\u0131l\u0131m geli\u015ftirme paradigmalar\u0131n\u0131n da bu de\u011fi\u015fime ayak uydu...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-07T15:00:39+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek\",\"datePublished\":\"2026-02-07T15:00:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\"},\"wordCount\":1145,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#respond\"]}],\"copyrightYear\":\"2026\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\",\"name\":\"ProXPL'i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2026-02-07T15:00:39+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"ProXPL'i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/","og_locale":"tr_TR","og_type":"article","og_title":"ProXPL'i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek","og_description":"Yapay zeka (YZ) teknolojilerinin hayat\u0131m\u0131z\u0131n her alan\u0131na n\u00fcfuz etti\u011fi bir d\u00f6nemde, yaz\u0131l\u0131m geli\u015ftirme paradigmalar\u0131n\u0131n da bu de\u011fi\u015fime ayak uydu...","og_url":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2026-02-07T15:00:39+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"6 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek","datePublished":"2026-02-07T15:00:39+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/"},"wordCount":1145,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#respond"]}],"copyrightYear":"2026","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/","url":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/","name":"ProXPL'i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2026-02-07T15:00:39+00:00","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/proxpli-neden-insa-etmeye-basladim-yapay-zeka-cagi-icin-programlamayi-yeniden-dusunmek\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"ProXPL&#8217;i Neden \u0130n\u015fa Etmeye Ba\u015flad\u0131m? Yapay Zeka \u00c7a\u011f\u0131 \u0130\u00e7in Programlamay\u0131 Yeniden D\u00fc\u015f\u00fcnmek"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/38789","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=38789"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/38789\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=38789"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=38789"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=38789"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}