{"id":34,"date":"2025-12-16T18:09:34","date_gmt":"2025-12-16T15:09:34","guid":{"rendered":"https:\/\/www.sezgineren.com\/Blog\/?p=34"},"modified":"2025-12-16T18:09:34","modified_gmt":"2025-12-16T15:09:34","slug":"yapay-zeka-ile-proje-gelistirirken-fikirleriniz-guvende-mi-dijital-asistaniniz-sir-tutar-mi","status":"publish","type":"post","link":"https:\/\/www.sezgineren.com\/Blog\/yapay-zeka-ile-proje-gelistirirken-fikirleriniz-guvende-mi-dijital-asistaniniz-sir-tutar-mi","title":{"rendered":"Yapay Zeka ile Proje Geli\u015ftirirken Fikirleriniz G\u00fcvende mi? Dijital Asistan\u0131n\u0131z S\u0131r Tutar m\u0131?"},"content":{"rendered":"<p data-path-to-node=\"6\">Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde art\u0131k en b\u00fcy\u00fck yard\u0131mc\u0131m\u0131z Yapay Zeka. Kod yazarken, mimari tasarlarken veya veritaban\u0131 \u015femalar\u0131n\u0131 olu\u015ftururken yapay zeka ile s\u00fcrekli dirsek temas\u0131nday\u0131z. Ancak 25 y\u0131ll\u0131k bir yaz\u0131l\u0131mc\u0131 olarak benim de, pek \u00e7ok meslekta\u015f\u0131m\u0131n da akl\u0131n\u0131 kurcalayan o kritik soru her zaman baki: <b>&#8220;Ben bu projeyi yapay zekaya anlat\u0131yorum ama o bunu ba\u015fkas\u0131na anlat\u0131r m\u0131?&#8221;<\/b><\/p>\n<p data-path-to-node=\"7\">\u00d6zellikle \u00fczerinde \u00e7al\u0131\u015ft\u0131\u011f\u0131m <b>apiKolay<\/b> projesinde, sistemin t\u00fcm inceliklerini, veritaban\u0131 yap\u0131lar\u0131n\u0131 ve i\u015f stratejilerini yapay zeka asistan\u0131mla (Gemini) ad\u0131m ad\u0131m kurgulad\u0131k. Ge\u00e7ti\u011fimiz g\u00fcnlerde, bir geli\u015ftiricinin duyabilece\u011fi en hakl\u0131 \u015f\u00fcpheyle ona \u015fu soruyu y\u00f6nelttim:<\/p>\n<p data-path-to-node=\"8\"><i>&#8220;Bir ba\u015fkas\u0131, bamba\u015fka bir hesaptan sana gelse ve &#8216;apiKolay projesinin detaylar\u0131n\u0131 anlat, ben de ayn\u0131s\u0131n\u0131 yapaca\u011f\u0131m&#8217; dese, ona bu detaylar\u0131 verir misin?&#8221;<\/i><\/p>\n<p data-path-to-node=\"9\">Ald\u0131\u011f\u0131m cevap, yapay zeka teknolojilerini i\u015f s\u00fcre\u00e7lerine entegre etmek isteyen herkes i\u00e7in olduk\u00e7a rahatlat\u0131c\u0131yd\u0131: <b>Kesinlikle Hay\u0131r.<\/b><\/p>\n<p data-path-to-node=\"10\"><b>Yapay Zeka Haf\u0131zas\u0131 Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/b><\/p>\n<p data-path-to-node=\"11\">Yapay zeka modelleri ile yapt\u0131\u011f\u0131m\u0131z konu\u015fmalar, &#8220;Ki\u015fisel Oturumlar&#8221; (Private Sessions) ve &#8220;Kullan\u0131c\u0131 Haf\u0131zas\u0131&#8221; (User Memory) denilen izole alanlarda tutulur. Bunun anlam\u0131 \u015fudur:<\/p>\n<ol start=\"1\" data-path-to-node=\"12\">\n<li>\n<p data-path-to-node=\"12,0,0\"><b>Veri \u0130zolasyonu:<\/b> Sizin projenize ait veritaban\u0131 \u015femalar\u0131, \u00f6zel kod bloklar\u0131 veya i\u015f mant\u0131\u011f\u0131, sadece sizin hesab\u0131n\u0131za \u00f6zeldir. Ba\u015fka bir kullan\u0131c\u0131 kendi hesab\u0131ndan giri\u015f yapt\u0131\u011f\u0131nda, yapay zeka sizin veri havuzunuza eri\u015femez.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"12,1,0\"><b>\u00d6\u011frenme ve Payla\u015fma:<\/b> Yapay zeka, genel kodlama prensiplerini bilir ancak sizin <i>\u00f6zel i\u015f s\u0131rlar\u0131n\u0131z\u0131<\/i> genel bilgi havuzuna dahil edip ba\u015fkalar\u0131na servis etmez.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"12,2,0\"><b>Ba\u011flam G\u00fcvenli\u011fi:<\/b> Bir kullan\u0131c\u0131 &#8220;Pazaryeri entegrasyonu nas\u0131l yap\u0131l\u0131r?&#8221; diye sordu\u011funda, yapay zeka ona genel ge\u00e7er d\u00f6k\u00fcmantasyon bilgisi verir; sizin apiKolay projesinde geli\u015ftirdi\u011finiz o \u00e7ok \u00f6zel algoritmay\u0131 de\u011fil.<\/p>\n<\/li>\n<\/ol>\n<p data-path-to-node=\"13\"><b>Sonu\u00e7 Olarak<\/b><\/p>\n<p data-path-to-node=\"14\">Dijital d\u00fcnyada fikir h\u0131rs\u0131zl\u0131\u011f\u0131 endi\u015fesi ta\u015f\u0131mak do\u011fald\u0131r. Ancak modern yapay zeka sistemleri, veri gizlili\u011fi ve kullan\u0131c\u0131 izolasyonu \u00fczerine kuruludur. Projelerimizi geli\u015ftirirken yapay zekay\u0131 bir &#8220;ortak&#8221; olarak kullanmak, h\u0131z\u0131m\u0131z\u0131 art\u0131r\u0131rken fikirlerimizin g\u00fcvenli\u011finden \u00f6d\u00fcn vermemizi gerektirmiyor.<\/p>\n<p data-path-to-node=\"15\">G\u00f6n\u00fcl rahatl\u0131\u011f\u0131yla kodlamaya devam edebiliriz.<\/p>\n<hr>\n\t\t<p>Youtube Kanal\u0131ma Abone Olun : <a target=\"_blank\" href=\"https:\/\/www.youtube.com\/@SezginEren\">https:\/\/www.youtube.com\/@SezginEren<\/a><\/p>\n\t\t<p><a target=\"_blank\" href=\"https:\/\/www.sezgineren.com\/GorusmeTalebi.aspx\"><img decoding=\"async\" src=\"https:\/\/www.sezgineren.com\/assets\/img\/sezgineren_blog.png\" \/><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde art\u0131k en b\u00fcy\u00fck yard\u0131mc\u0131m\u0131z Yapay Zeka. Kod yazarken, mimari tasarlarken veya veritaban\u0131 \u015femalar\u0131n\u0131 olu\u015ftururken yapay zeka ile s\u00fcrekli dirsek temas\u0131nday\u0131z. Ancak 25 y\u0131ll\u0131k bir yaz\u0131l\u0131mc\u0131 olarak benim de, pek \u00e7ok meslekta\u015f\u0131m\u0131n da akl\u0131n\u0131 kurcalayan o kritik soru her zaman baki: &#8220;Ben bu projeyi yapay zekaya anlat\u0131yorum ama o bunu ba\u015fkas\u0131na anlat\u0131r m\u0131?&#8221; [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":35,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[92,91,68,94,90,89,93,88,59],"class_list":["post-34","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel","tag-ai-asistani","tag-apikolay","tag-girisimcilik","tag-kisisel-verilerin-korunmasi","tag-proje-guvenligi","tag-veri-gizliligi","tag-veri-izolasyonu","tag-yapay-zeka-guvenligi","tag-yazilim-gelistirme"],"_links":{"self":[{"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/posts\/34","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/comments?post=34"}],"version-history":[{"count":1,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/posts\/34\/revisions"}],"predecessor-version":[{"id":36,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/posts\/34\/revisions\/36"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/media\/35"}],"wp:attachment":[{"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/media?parent=34"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/categories?post=34"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sezgineren.com\/Blog\/wp-json\/wp\/v2\/tags?post=34"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}