Yapay zeka ajan\u0131, tek bir prompt’a tek yan\u0131t \u00fcretmek yerine\u2014otonom planlama, ara\u00e7lar\u0131 \u00e7a\u011f\u0131rma, sonu\u00e7lar\u0131 g\u00f6zlemleme ve yineleme yoluyla bir hedef pe\u015finde ko\u015fan LLM<\/a> destekli bir sistemdir. Yapay zeka ajanlar\u0131 2025-2026’da kurumsal benimsemeyi y\u00f6nlendiren bask\u0131n yapay zeka mimari kal\u0131b\u0131d\u0131r.<\/p>\n Bir chatbot bir prompt’a tek bir \u00e7\u0131kt\u0131yla yan\u0131t verir. Bir ajan, \u00e7ok ad\u0131ml\u0131 bir g\u00f6rev \u00fczerinde arac\u0131l\u0131\u011fa sahiptir: bir sonraki ne yapaca\u011f\u0131na karar verebilir, harici ara\u00e7lar\u0131 (web arama, kod y\u00fcr\u00fctme, API istekleri, veritaban\u0131 sorgular\u0131) \u00e7a\u011f\u0131rabilir, sonu\u00e7lar\u0131 g\u00f6zlemleyebilir, plan\u0131n\u0131 g\u00fcncelleyebilir ve hedef ba\u015far\u0131lana veya ba\u015far\u0131s\u0131z olana kadar devam edebilir. Modern ajanlar LLM<\/a> ak\u0131l y\u00fcr\u00fctmesini, dosya sistemleri, taray\u0131c\u0131lar ve kod y\u00fcr\u00fctme gibi ara\u00e7larla birle\u015ftirir ve \u00f6nemli bilgi i\u015fini otonom olarak ger\u00e7ekle\u015ftirir.<\/p>\n Bir ajan sistemi tipik olarak \u015funlar\u0131 i\u00e7erir: LLM<\/a> (ak\u0131l y\u00fcr\u00fctme motoru), ara\u00e7lar (ajan\u0131n \u00e7a\u011f\u0131rabilece\u011fi harici yetenekler), haf\u0131za (k\u0131sa vadeli ba\u011flam ve uzun vadeli bilgi), planlay\u0131c\u0131 (hedefleri ad\u0131mlara ay\u0131r\u0131r), y\u00fcr\u00fct\u00fcc\u00fc (planlanan eylemleri \u00e7al\u0131\u015ft\u0131r\u0131r) ve g\u00f6zlemci (sonu\u00e7lar\u0131 yorumlar). Model Context Protocol (MCP)<\/a> gibi standartlar, ajanlar\u0131 ara\u00e7lara ve veri kaynaklar\u0131na ba\u011flamak i\u00e7in bask\u0131n aray\u00fcz olarak ortaya \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>\n Kurumsal ajan kullan\u0131m vakalar\u0131 \u015funlar\u0131 i\u00e7erir: kodlama ajanlar\u0131 (Claude Code, Cursor, Devin), m\u00fc\u015fteri destek otomasyonu, ara\u015ft\u0131rma ve sentez (derin ara\u015ft\u0131rma \u00fcr\u00fcnleri), i\u015f s\u00fcreci otomasyonu ve giderek artan bi\u00e7imde sat\u0131\u015f, pazarlama ve finans ekipleri i\u00e7in ajan i\u015f ak\u0131\u015flar\u0131. Riskler aras\u0131nda s\u0131n\u0131rs\u0131z eylem d\u00f6ng\u00fcleri, ara\u00e7 k\u00f6t\u00fcye kullan\u0131m\u0131, harici i\u00e7erik arac\u0131l\u0131\u011f\u0131yla prompt enjeksiyonu, \u00e7ok ad\u0131ml\u0131 g\u00f6revlerde hal\u00fcsinasyon b\u00fcy\u00fcmesi ve otonom kararlar\u0131n denetlenmesinde zorluk yer al\u0131r. \u00dcretim ajanlar\u0131 dikkatli izin kapsam\u0131, g\u00f6zlemlenebilirlik ve y\u00fcksek riskli eylemler i\u00e7in insan-d\u00f6ng\u00fcs\u00fcnde kontrol noktalar\u0131 gerektirir.<\/p>\n","protected":false},"excerpt":{"rendered":" TLDR: Yapay zeka ajan\u0131, tek bir prompt’a tek yan\u0131t \u00fcretmek yerine\u2014otonom planlama, ara\u00e7lar\u0131 \u00e7a\u011f\u0131rma, sonu\u00e7lar\u0131 g\u00f6zlemleme ve yineleme yoluyla bir hedef pe\u015finde ko\u015fan LLM destekli bir sistemdir. Yapay zeka ajanlar\u0131 2025-2026’da kurumsal benimsemeyi y\u00f6nlendiren bask\u0131n yapay zeka mimari kal\u0131b\u0131d\u0131r. Bir Ajan\u0131 Chatbot’tan Ay\u0131ran \u015eey Bir chatbot bir prompt’a tek bir \u00e7\u0131kt\u0131yla yan\u0131t verir. Bir ajan, […]<\/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-11915","term","type-term","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11915","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=11915"}],"version-history":[{"count":2,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11915\/revisions"}],"predecessor-version":[{"id":12930,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11915\/revisions\/12930"}],"wp:attachment":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/media?parent=11915"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/categories?post=11915"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Bir Ajan\u0131 Chatbot’tan Ay\u0131ran \u015eey<\/h3>\n
Temel Mimari Bile\u015fenleri<\/h3>\n
Kullan\u0131m Alanlar\u0131 ve Riskler<\/h3>\n