Ajan tabanl\u0131 yapay zeka (Agentic AI), tek prompt’lara yan\u0131t vermek yerine\u2014ara\u00e7 kullanarak, otonom karar vererek ve bir hedefi tamamlamak i\u00e7in eylem dizileri ger\u00e7ekle\u015ftiren yapay zeka sistemleri kategorisidir. 2025-2026’da kurumsal benimsemeyi y\u00f6nlendiren bask\u0131n yapay zeka mimari kal\u0131b\u0131d\u0131r.<\/p>\n
Geleneksel yapay zeka uygulamalar\u0131 tek bir girdiye tek bir \u00e7\u0131kt\u0131yla yan\u0131t verir. Ajan tabanl\u0131 yapay zeka sistemleri hedefleri alt g\u00f6revlere ay\u0131r\u0131r, y\u00fcr\u00fctme yollar\u0131n\u0131 planlar, harici ara\u00e7lar\u0131 (API’ler, veritabanlar\u0131, kod y\u00fcr\u00fctme, web taray\u0131c\u0131lar\u0131) \u00e7a\u011f\u0131r\u0131r, sonu\u00e7lar\u0131 g\u00f6zlemler ve ba\u015far\u0131 veya ba\u015far\u0131s\u0131zl\u0131k olana kadar yineler. “Ajan \u00f6zelli\u011fi”, modele ara\u00e7lar, haf\u0131za ve eylem-g\u00f6zlem d\u00f6ng\u00fcs\u00fc sa\u011flayan altyap\u0131dan ortaya \u00e7\u0131kar. LangChain, OpenAI Agents SDK ve Anthropic Claude Code gibi modern framework’ler bu kal\u0131b\u0131 somutla\u015ft\u0131r\u0131r.<\/p>\n
B\u00fcy\u00fck kategoriler aras\u0131nda kodlama ajanlar\u0131 (Claude Code, Cursor, Devin, Replit Agent), ara\u015ft\u0131rma ajanlar\u0131 (OpenAI, Anthropic, Perplexity’nin derin ara\u015ft\u0131rma \u00fcr\u00fcnleri), m\u00fc\u015fteri destek ajanlar\u0131 (Intercom Fin, Sierra), taray\u0131c\u0131\/bilgisayar-kullan\u0131m ajanlar\u0131 (Anthropic computer use, Google Mariner) ve giderek artan bi\u00e7imde sat\u0131\u015f ara\u015ft\u0131rma, pazarlama operasyonlar\u0131, finans mutabakat ve \u0130K onboarding i\u00e7in \u00f6zelle\u015fmi\u015f i\u015f ajanlar\u0131 yer al\u0131r. \u00c7ok ajanl\u0131 sistemler Google’\u0131n A2A gibi protokoller arac\u0131l\u0131\u011f\u0131yla i\u015fbirli\u011fi yapan birden \u00e7ok \u00f6zelle\u015fmi\u015f ajan kullan\u0131r.<\/p>\n
Ajan tabanl\u0131 yapay zeka geleneksel AI’n\u0131n \u00f6tesinde riskler getirir: kaynak t\u00fcketen veya zarara yol a\u00e7an s\u0131n\u0131rs\u0131z eylem d\u00f6ng\u00fcleri, ara\u00e7 k\u00f6t\u00fcye kullan\u0131m\u0131, ajan\u0131n okudu\u011fu harici i\u00e7erik arac\u0131l\u0131\u011f\u0131yla prompt enjeksiyonu, \u00e7ok ad\u0131ml\u0131 i\u015f ak\u0131\u015flar\u0131nda hal\u00fcsinasyon b\u00fcy\u00fcmesi ve otonom kararlar\u0131n denetlenmesinde zorluk. \u00dcretim ajanlar\u0131 dikkatli izin kapsam\u0131 (en az ayr\u0131cal\u0131k ara\u00e7 eri\u015fimi), g\u00f6zlemlenebilirlik altyap\u0131s\u0131, y\u00fcksek riskli eylemler i\u00e7in insan-d\u00f6ng\u00fcs\u00fcnde kontrol noktalar\u0131 ve titiz de\u011ferlendirme gerektirir. AB AI Act ve geli\u015fen ABD AI y\u00f6neti\u015fim \u00e7er\u00e7eveleri sonu\u00e7 do\u011furucu kararlar veren ajan sistemlerine ek y\u00fck\u00fcml\u00fcl\u00fckler dayat\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"
TLDR: Ajan tabanl\u0131 yapay zeka (Agentic AI), tek prompt’lara yan\u0131t vermek yerine\u2014ara\u00e7 kullanarak, otonom karar vererek ve bir hedefi tamamlamak i\u00e7in eylem dizileri ger\u00e7ekle\u015ftiren yapay zeka sistemleri kategorisidir. 2025-2026’da kurumsal benimsemeyi y\u00f6nlendiren bask\u0131n yapay zeka mimari kal\u0131b\u0131d\u0131r. Ajan Sistemleri Geleneksel AI’dan Nas\u0131l Farkl\u0131 Geleneksel yapay zeka uygulamalar\u0131 tek bir girdiye tek bir \u00e7\u0131kt\u0131yla yan\u0131t verir. […]<\/p>\n","protected":false},"author":4,"featured_media":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"categories":[],"class_list":["post-11917","term","type-term","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11917","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term"}],"about":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/types\/term"}],"author":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/comments?post=11917"}],"version-history":[{"count":0,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11917\/revisions"}],"wp:attachment":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/media?parent=11917"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/categories?post=11917"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}