{"id":71656,"date":"2023-11-04T13:14:40","date_gmt":"2023-11-04T13:14:40","guid":{"rendered":"https:\/\/www.zaptest.com\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek"},"modified":"2023-11-04T13:14:40","modified_gmt":"2023-11-04T13:14:40","slug":"kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek","status":"publish","type":"post","link":"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek","title":{"rendered":"Kopilotlar ve \u00dcretken Yapay Zekan\u0131n RPA ve Yaz\u0131l\u0131m Testine Etkisi &#8211; Bug\u00fcn ve Gelecek"},"content":{"rendered":"<h1><\/h1>\n<p><em><strong>&#8220;Bu, makine \u00f6\u011freniminin \u015fimdiye kadar g\u00f6rd\u00fc\u011f\u00fcm en ak\u0131llara durgunluk veren uygulamas\u0131.&#8221;<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger, Instagram&#8217;\u0131n kurucu orta\u011f\u0131.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Mike Krieger&#8217;in s\u00f6zleri abart\u0131l\u0131 de\u011fildir. Makine \u00f6\u011frenimi, veri analizi ve i\u00e7g\u00f6r\u00fcler a\u00e7\u0131s\u0131ndan dikkate de\u011fer \u015feyler yapabilse de GitHub Copilot, d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndaki \u00fcr\u00fcn geli\u015ftiricilere sa\u011flayabilece\u011fi potansiyel fayda nedeniyle tam bir oyun de\u011fi\u015ftiricidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kodlama yard\u0131mc\u0131 pilotlar\u0131 ve \u00dcretken Yapay Zeka, ekiplerin yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc \u015fimdiye kadar hayal bile edilemeyen h\u0131zlara \u00e7\u0131karmak gibi b\u00fcy\u00fck avantajlar\u0131n kilidini a\u00e7mas\u0131na yard\u0131mc\u0131 olur. Bununla birlikte, teknolojinin RPA ve Yaz\u0131l\u0131m Testi \u00fczerindeki etkisi, bu \u015fa\u015f\u0131rt\u0131c\u0131 teknolojinin en heyecan verici s\u0131n\u0131rlar\u0131ndan ikisidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu makalede, kodlama yard\u0131mc\u0131 pilotlar\u0131n\u0131n ve \u00dcretken Yapay Zekan\u0131n, teknoloji \u00fczerindeki gelecekteki etkilerini ke\u015ffetmeden \u00f6nce, g\u00fcn\u00fcm\u00fczde Yaz\u0131l\u0131m Testi ve RPA d\u00fcnyalar\u0131n\u0131 nas\u0131l de\u011fi\u015ftirdi\u011fine bakaca\u011f\u0131z.<\/span><\/p>\n<p>&nbsp;<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #b90000;color:#b90000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #b90000;color:#b90000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yardimci_Pilotlar_ve_Uretken_Yapay_Zeka\" >Yard\u0131mc\u0131 Pilotlar ve \u00dcretken Yapay Zeka<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#yazilim_gelistirme_A_Primer\" >yaz\u0131l\u0131m geli\u015ftirme: A Primer<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#1_Yapay_zeka_destekli_otomatik_kodlayicilar\" >1. Yapay zeka destekli otomatik kodlay\u0131c\u0131lar<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#2_Kodlama_yardimci_pilotlari_nasil_calisir\" >2. Kodlama yard\u0131mc\u0131 pilotlar\u0131 nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#3_Kodlama_ve_gelistirme_icin_Uretken_Yapay_Zeka_ne_olacak\" >3. Kodlama ve geli\u015ftirme i\u00e7in \u00dcretken Yapay Zeka ne olacak?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yazilim_testinin_evrimi\" >Yaz\u0131l\u0131m testinin evrimi<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#1_Manuel_test\" >1. Manuel test:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#2_Komut_dosyasi_testi\" >2. Komut dosyas\u0131 testi:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#3_Test_otomasyonu\" >3. Test otomasyonu:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#4_Veri_odakli_test\" >4. Veri odakl\u0131 test:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#5_Uretken_yapay_zeka_testi\" >5. \u00dcretken yapay zeka testi:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yardimci_pilotlarin_gunumuzdeki_kullanimi_ve\" >Yard\u0131mc\u0131 pilotlar\u0131n g\u00fcn\u00fcm\u00fczdeki kullan\u0131m\u0131 ve<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yazilim_Testi_ve_RPAda_Uretken_Yapay_Zeka\" >Yaz\u0131l\u0131m Testi ve RPA&#8217;da \u00dcretken Yapay Zeka<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#1_Yazilim_testi_ve_RPAda_Copilot_ve_Generative_AI_kullanim_durumlari\" >1. Yaz\u0131l\u0131m testi ve RPA&#8217;da Copilot ve Generative AI kullan\u0131m durumlar\u0131<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Gereksinim_analizi\" >Gereksinim analizi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Test_planlamasi\" >Test planlamas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Test_senaryosu_olusturma\" >Test senaryosu olu\u015fturma<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Hatalari_bulma_ve_cozme\" >Hatalar\u0131 bulma ve \u00e7\u00f6zme<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#UI_testi\" >UI testi<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yardimci_pilotlarin_gelecegi_ve_Uretken_Yapay_Zeka\" >Yard\u0131mc\u0131 pilotlar\u0131n gelece\u011fi ve \u00dcretken Yapay Zeka<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#in_Yazilim_Testi_ve_RPA\" >in Yaz\u0131l\u0131m Testi ve RPA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#1_Hiperotomasyon\" >1. Hiperotomasyon<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#2_Yazilim_mimarilerinin_tasarlanmasi\" >2. Yaz\u0131l\u0131m mimarilerinin tasarlanmas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#3_Eski_sistemlerin_modernizasyonu\" >3. Eski sistemlerin modernizasyonu<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#4_Dusuk_kodlu_ve_kodsuz_gelistirmenin_iyilestirilmesi\" >4. D\u00fc\u015f\u00fck kodlu ve kodsuz geli\u015ftirmenin iyile\u015ftirilmesi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Yazilim_testinde_Uretken_Yapay_Zekanin_faydalari\" >Yaz\u0131l\u0131m testinde \u00dcretken Yapay Zekan\u0131n faydalar\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#1_Yazilim_gelistirme_yasam_dongusunun_hizlandirilmasi\" >1. Yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn h\u0131zland\u0131r\u0131lmas\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#2_Kapsamli_hata_tespiti\" >2. Kapsaml\u0131 hata tespiti<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#3_Gelistirilmis_test_kapsami\" >3. Geli\u015ftirilmi\u015f test kapsam\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#4_Azaltilmis_maliyetler\" >4. Azalt\u0131lm\u0131\u015f maliyetler<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Uretken_Yapay_Zeka_araclari_sonun_habercisi_mi\" >\u00dcretken Yapay Zeka ara\u00e7lar\u0131 sonun habercisi mi?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#insan_yazilim_muhendisleri\" >insan yaz\u0131l\u0131m m\u00fchendisleri?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/www.zaptest.com\/tr\/kopilotlar-ve-uretken-yapay-zekanin-rpa-ve-yazilim-testine-etkisi-bugun-ve-gelecek\/#Son_dusunceler\" >Son d\u00fc\u015f\u00fcnceler<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yardimci_Pilotlar_ve_Uretken_Yapay_Zeka\"><\/span><strong>Yard\u0131mc\u0131 Pilotlar ve \u00dcretken Yapay Zeka  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"yazilim_gelistirme_A_Primer\"><\/span><strong>yaz\u0131l\u0131m geli\u015ftirme: A Primer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"7b8ca1\" data-has-transparency=\"false\" style=\"--dominant-color: #7b8ca1;\" decoding=\"async\" class=\"aligncenter wp-image-70994 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1024x683.webp\" alt=\"Yaz\u0131l\u0131m Geli\u015ftirmede Kopilotlar ve \u00dcretken Yapay Zeka - Bir Ba\u015flang\u0131\u00e7\" width=\"500\" height=\"333\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1024x683.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--300x200.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--768x512.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1536x1024.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1080x720.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--1280x853.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--980x653.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--480x320.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Copilots-and-Generative-AI-in-software-development-A-Primer--jpeg.webp 1920w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u00dcretken yapay zeka ve kodlama yard\u0131mc\u0131 pilotlar\u0131, yaz\u0131l\u0131m geli\u015ftirme ortam\u0131na nispeten yeni gelenler. Alan \u00fczerindeki etkilerini tart\u0131\u015fmadan \u00f6nce, ge\u00e7mi\u015flerine ve nas\u0131l \u00e7al\u0131\u015ft\u0131klar\u0131na bakmakta fayda var.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Yapay_zeka_destekli_otomatik_kodlayicilar\"><\/span><strong>1. Yapay zeka destekli otomatik kodlay\u0131c\u0131lar<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">B\u00fcy\u00fck dil modelleri (LLM) son birka\u00e7 y\u0131lda \u00f6nemli \u00f6l\u00e7\u00fcde geli\u015fmi\u015ftir. Veri setlerinin boyutu ve hesaplama g\u00fcc\u00fc katlanarak artt\u0131k\u00e7a \u00e7\u0131kt\u0131 kalitesi de y\u00fckselmi\u015ftir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">LLM&#8217;lerden faydalanabilecek pek \u00e7ok dikey alan vard\u0131r. Hakk\u0131nda en \u00e7ok yaz\u0131lanlardan baz\u0131lar\u0131 metin, resim, video ve di\u011fer medya bi\u00e7imlerini olu\u015fturmay\u0131 i\u00e7erir. Ancak, bu kullan\u0131m \u00f6rnekleri etkileyici olsa da, geli\u015ftiriciler i\u00e7in belki de \u00e7ok daha ilgin\u00e7 \u00e7\u0131kar\u0131mlar var.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Piyasada \u00e7ok say\u0131da LLM otomatik kodlay\u0131c\u0131 bulunmaktad\u0131r. Ancak, GitHub CoPilot belki de en iyi bilinen ve en ba\u015far\u0131l\u0131 olan\u0131d\u0131r. Bunun nedeninin b\u00fcy\u00fck bir k\u0131sm\u0131 GitHub deposunda e\u011fitilmi\u015f olmas\u0131d\u0131r. \u00d6\u011frenmek i\u00e7in milyonlarca a\u00e7\u0131k kaynak kod \u00f6rne\u011fine, en iyi uygulamalara, uygulama mimarisine ve daha fazlas\u0131na eri\u015fimi vard\u0131r, bu da y\u00fcksek kaliteli ve \u00e7ok y\u00f6nl\u00fc \u00e7\u0131kt\u0131lar sa\u011flamas\u0131na olanak tan\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Kodlama_yardimci_pilotlari_nasil_calisir\"><\/span><strong>2. Kodlama yard\u0131mc\u0131 pilotlar\u0131 nas\u0131l \u00e7al\u0131\u015f\u0131r?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kodlama yard\u0131mc\u0131 pilotlar\u0131n\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131 hakk\u0131nda konu\u015fman\u0131n en kolay yollar\u0131ndan biri, oyundaki lider \u00fcr\u00fcn olan GitHub CoPilot&#8217;a bakmakt\u0131r. Uygulama OpenAi&#8217;nin ChatGPT-3 modeline dayanmaktad\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u0131pk\u0131 ChatGPT ve benzeri LLM&#8217;ler gibi CoPilot da milyarlarca parametreye dayanmaktad\u0131r. ChatGPT-3&#8217;\u00fcn geli\u015ftirilmesi s\u0131ras\u0131nda OpenAI, OpenAI Codex adl\u0131 \u00f6zel bir kodlama program\u0131 olu\u015fturmaya ba\u015flad\u0131. Microsoft \u00fcr\u00fcne \u00f6zel eri\u015fim hakk\u0131 sat\u0131n ald\u0131.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ancak burada \u00f6nemli olan Microsoft&#8217;un zaten GitHub&#8217;a sahip olmas\u0131. E\u011fer bir yaz\u0131l\u0131mc\u0131ysan\u0131z, GitHub hakk\u0131nda her \u015feyi bilirsiniz. Temel olarak, yaz\u0131l\u0131m geli\u015ftirme projelerinde s\u00fcr\u00fcm kontrol\u00fc ve i\u015fbirli\u011fi i\u00e7in kullan\u0131lan web tabanl\u0131 bir platformdur. OpenAI Codex&#8217;i, milyonlarca sat\u0131r a\u00e7\u0131k kaynakl\u0131, kamuya a\u00e7\u0131k kod i\u00e7eren GitHub k\u00fct\u00fcphanesi \u00fczerinde e\u011fittiler.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">CoPilot, kod sat\u0131rlar\u0131 aras\u0131ndaki kal\u0131plar\u0131 ve ili\u015fkileri bulmak i\u00e7in Makine \u00d6\u011frenimini kullan\u0131r. T\u0131pk\u0131 ChatGPT gibi, bir kelimeye veya sat\u0131ra bakar ve geni\u015f bir ge\u00e7mi\u015f veri havuzuna dayanarak bir sonraki ad\u0131m\u0131n ne olmas\u0131 gerekti\u011fine dair olas\u0131l\u0131\u011f\u0131 hesaplar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka yard\u0131mc\u0131 pilotlar\u0131n\u0131n g\u00fcc\u00fc, geli\u015ftiriciler d\u00fczenleme yaparken kod par\u00e7ac\u0131klar\u0131 \u00f6nerebilmelerinde yat\u0131yor. Bunu kodlama i\u00e7in s\u00fcper \u015farjl\u0131 bir otomatik tamamlama gibi d\u00fc\u015f\u00fcn\u00fcn. Kodlay\u0131c\u0131lar bir kod sat\u0131r\u0131 girdi\u011finde, LLM bu kodun ba\u015flang\u0131c\u0131n\u0131 \u00f6nceki projelerden olu\u015fan devasa k\u00fct\u00fcphanesiyle kar\u015f\u0131la\u015ft\u0131r\u0131r. Buradan, olas\u0131l\u0131ksal sat\u0131rlar ve yeni kod sat\u0131rlar\u0131 \u00f6nerir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Buradaki bariz faydalar, geli\u015ftiricilerin bu otomatik tamamlama sayesinde inan\u0131lmaz miktarda zaman kazanabilmeleridir. \u00dcretkenli\u011fi ve \u00e7o\u011fu durumda kodun do\u011frulu\u011funu art\u0131r\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Kodlama_ve_gelistirme_icin_Uretken_Yapay_Zeka_ne_olacak\"><\/span><strong>3. Kodlama ve geli\u015ftirme i\u00e7in \u00dcretken Yapay Zeka ne olacak?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">CoPilot&#8217;un ge\u00e7mi\u015finden de g\u00f6rebilece\u011finiz gibi, \u00dcretken Yapay Zeka ve Yard\u0131mc\u0131 Pilotlar benzer k\u00f6klere sahiptir. Her iki teknoloji de istatistiksel olas\u0131l\u0131klar\u0131 kullanarak kullan\u0131c\u0131lar\u0131n neye ihtiya\u00e7 duyduklar\u0131na dair tahminlerde bulunur.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bununla birlikte, ortak pilot yaz\u0131l\u0131m\u0131 ile \u00fcretken yapay zeka aras\u0131ndaki en b\u00fcy\u00fck fark, ikincisinin istem tabanl\u0131 olmas\u0131d\u0131r. K\u0131sacas\u0131 bu, kullan\u0131c\u0131lar\u0131n makineye bir dizi yaz\u0131l\u0131 talimat girdi\u011fi ve makinenin de i\u00e7erik \u00e7\u0131kard\u0131\u011f\u0131 anlam\u0131na gelir. ChatGPT veya benzer uygulamalar\u0131 kullanan herkesin bildi\u011fi gibi, bu \u00e7\u0131kt\u0131 metin, resim, video veya kod \u015feklinde olabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, kodlay\u0131c\u0131lar\u0131n otomatik kodlamaya ula\u015fmak i\u00e7in kulland\u0131klar\u0131 y\u00f6ntemler farkl\u0131 olsa da, bunlar\u0131 benzer bir yapay zeka destekli otomatik veya \u00fcretken kodlama \u015femsiyesi alt\u0131na yerle\u015ftirebiliriz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yazilim_testinin_evrimi\"><\/span><strong>Yaz\u0131l\u0131m testinin evrimi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-68973\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/size-changed-1024x574.png\" alt=\"yaz\u0131l\u0131m testinin evrimi\" width=\"663\" height=\"372\"><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testi duyarl\u0131 ve s\u00fcrekli geli\u015fen bir s\u00fcre\u00e7tir. Birka\u00e7 on y\u0131l i\u00e7inde, yeni gereksinimleri kar\u015f\u0131lamak ve teknolojideki geli\u015fmeleri kullanmak i\u00e7in de\u011fi\u015fti ve d\u00f6n\u00fc\u015ft\u00fc.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Manuel_test\"><\/span><b>1. Manuel test:<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testinin ilk g\u00fcnlerinde manuel testler yap\u0131l\u0131yordu. Bu t\u00fcr testler pahal\u0131 ve zaman al\u0131c\u0131yd\u0131 \u00e7\u00fcnk\u00fc QA uzmanlar\u0131n\u0131n bir dizi test senaryosu geli\u015ftirerek, sonu\u00e7lar\u0131 \u00e7al\u0131\u015ft\u0131r\u0131p kaydederek, d\u00fczeltmeleri planlayarak ve s\u00fcreci tekrarlayarak yaz\u0131l\u0131m\u0131 ince bir di\u015f tara\u011f\u0131yla incelemesini gerektiriyordu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00fcm olas\u0131 senaryolar\u0131n ve durumlar\u0131n bu testler taraf\u0131ndan kapsanmas\u0131n\u0131 sa\u011flamak b\u00fcy\u00fck bir zorluktu ve ilgili zaman ve maliyetler eklendi\u011finde, manuel testler yo\u011fun kaynak gerektiriyordu. Ayn\u0131 zamanda insan hatalar\u0131na kar\u015f\u0131 da olduk\u00e7a hassast\u0131 ve bu durum s\u0131n\u0131rl\u0131 da\u011f\u0131t\u0131m se\u00e7enekleriyle daha da art\u0131yordu; bu da ke\u015ffedilmemi\u015f hatalar\u0131n h\u0131zl\u0131 bir \u015fekilde d\u00fczeltilmesinin zor oldu\u011fu anlam\u0131na geliyordu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Komut_dosyasi_testi\"><\/span><b>2. Komut dosyas\u0131 testi:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Komut dosyas\u0131 testi, QA toplulu\u011fu i\u00e7in ileriye do\u011fru at\u0131lm\u0131\u015f b\u00fcy\u00fck bir ad\u0131m\u0131 temsil ediyordu. Geli\u015ftiriciler, kod ve test senaryolar\u0131n\u0131 manuel olarak g\u00f6zden ge\u00e7irmek yerine, yaz\u0131l\u0131m\u0131 otomatik olarak test edebilecek programlar yazabildiler. Buradaki en b\u00fcy\u00fck art\u0131, testlerin daha verimli ve insan hatas\u0131na daha az e\u011filimli hale gelmesiydi. Ancak bunu ba\u015farmak, kapsaml\u0131 bir kapsam sa\u011flamak i\u00e7in yetenekli, hassas ve zaman yo\u011fun bir planlama ve kodlama gerektiriyordu.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Test_otomasyonu\"><\/span><b>3. Test otomasyonu:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Test otomasyonu, testin bir sonraki evrimiydi. ZAPTEST gibi ara\u00e7lar, kodlay\u0131c\u0131lara komut dosyas\u0131 testinin t\u00fcm avantajlar\u0131n\u0131 kodsuz bir aray\u00fczle sunabiliyordu. Yine buradaki \u00f6nemli faydalar zamandan tasarruf, yeniden kullan\u0131labilir ve uyarlanabilir testler, kullan\u0131c\u0131 aray\u00fcz\u00fc ve API testi ve \u00e7apraz platform ve \u00e7apraz cihaz testiydi.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Veri_odakli_test\"><\/span><b>4. Veri odakl\u0131 test:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Veri odakl\u0131 test, \u00e7e\u015fitli veri setlerini i\u015fleyen yaz\u0131l\u0131mlar\u0131n test edilmesi sorununa bir \u00e7\u00f6z\u00fcmd\u00fc. Bu da bir t\u00fcr test otomasyonudur, ancak bu y\u00f6ntem test komut dosyalar\u0131 olu\u015fturmay\u0131 ve bunlar\u0131 atanm\u0131\u015f veri k\u00fcmelerine kar\u015f\u0131 \u00e7al\u0131\u015ft\u0131rmay\u0131 i\u00e7erir. Bu test t\u00fcr\u00fc, geli\u015ftiricilerin daha h\u0131zl\u0131 \u00e7al\u0131\u015fmas\u0131na, testleri izole etmesine ve test senaryolar\u0131n\u0131 tekrarlama s\u00fcresini azaltmas\u0131na olanak tan\u0131d\u0131.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Uretken_yapay_zeka_testi\"><\/span><b>5. \u00dcretken yapay zeka testi:  <\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00dcretken yapay zeka testi, yaz\u0131l\u0131m testindeki en yeni yeniliktir. QA ekipleri, LLM&#8217;leri kullanarak test s\u00fcrecini h\u0131zland\u0131rmaya yard\u0131mc\u0131 olan test senaryolar\u0131 ve test verileri olu\u015fturabilir. Bu test senaryolar\u0131 son derece esnek ve d\u00fczenlenebilirdir, bu da geli\u015ftiricilerin testleri yeniden kullanmas\u0131na ve yeniden tasarlamas\u0131na ve test kapsam\u0131n\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde art\u0131rmas\u0131na yard\u0131mc\u0131 olur.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yardimci_pilotlarin_gunumuzdeki_kullanimi_ve\"><\/span><strong>Yard\u0131mc\u0131 pilotlar\u0131n g\u00fcn\u00fcm\u00fczdeki kullan\u0131m\u0131 ve  <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yazilim_Testi_ve_RPAda_Uretken_Yapay_Zeka\"><\/span><strong>Yaz\u0131l\u0131m Testi ve RPA&#8217;da \u00dcretken Yapay Zeka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"aeb2af\" data-has-transparency=\"false\" style=\"--dominant-color: #aeb2af;\" decoding=\"async\" class=\"aligncenter wp-image-70993 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1024x857.webp\" alt=\"Yaz\u0131l\u0131m Testi ve RPA'da yard\u0131mc\u0131 pilotlar\u0131n ve \u00dcretken Yapay Zekan\u0131n g\u00fcn\u00fcm\u00fczdeki kullan\u0131m\u0131\" width=\"644\" height=\"539\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1024x857.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-300x251.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-768x643.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1536x1286.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1080x904.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-1280x1071.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-980x820.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-480x402.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Present-day-use-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA-jpeg.webp 1920w\" sizes=\"(max-width: 644px) 100vw, 644px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">\u00dcretken yapay zeka ve yard\u0131mc\u0131 pilotlar\u0131n yaz\u0131l\u0131m testleri \u00fczerinde b\u00fcy\u00fck bir etkisi oldu. Ancak, bu ara\u00e7lar kodlay\u0131c\u0131lar\u0131n yerini almaktan ziyade, test uzmanlar\u0131n\u0131 g\u00fc\u00e7lendirmeye yard\u0131mc\u0131 olmu\u015ftur. K\u0131sacas\u0131, geli\u015ftiricilerin daha h\u0131zl\u0131 ve daha verimli olmalar\u0131na yard\u0131mc\u0131 olurlar ve \u00e7o\u011fu durumda test kalitesini art\u0131r\u0131rlar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu <\/span><a href=\"https:\/\/survey.stackoverflow.co\/2023\/\"><br \/>\n  <span style=\"font-weight: 400;\">2023&#8217;ten Stack Overflow Geli\u015ftirici Anketi<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">  yaz\u0131l\u0131m geli\u015ftirme toplulu\u011fu i\u00e7inde yapay zeka ara\u00e7lar\u0131n\u0131n g\u00fcn\u00fcm\u00fczdeki kullan\u0131m\u0131na ili\u015fkin baz\u0131 bilgiler sunuyor. Anketin en ilgin\u00e7 k\u0131s\u0131mlar\u0131ndan biri, t\u00fcm geli\u015ftiricilerin yar\u0131s\u0131ndan biraz fazlas\u0131 yaz\u0131l\u0131m testi i\u00e7in yapay zeka ara\u00e7lar\u0131yla ilgilendiklerini belirtirken, %3&#8217;ten az\u0131 bu ara\u00e7lara g\u00fcvendiklerini s\u00f6yledi. Dahas\u0131, her 4 ki\u015fiden sadece 1&#8217;i \u015fu anda yaz\u0131l\u0131m testi i\u00e7in yapay zeka ara\u00e7lar\u0131 kulland\u0131\u011f\u0131n\u0131 belirtmi\u015ftir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu istatistiklerin ilgin\u00e7 yan\u0131, yapay zeka ara\u00e7lar\u0131n\u0131n kullan\u0131m\u0131n\u0131n hen\u00fcz yayg\u0131nla\u015fmad\u0131\u011f\u0131n\u0131 ve erken benimseyenlerin hala bir avantaj elde edebilece\u011fini g\u00f6stermesidir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Yazilim_testi_ve_RPAda_Copilot_ve_Generative_AI_kullanim_durumlari\"><\/span><strong>1. Yaz\u0131l\u0131m testi ve RPA&#8217;da Copilot ve Generative AI kullan\u0131m durumlar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Kopilotlar ve \u00dcretken Yapay Zeka, yaz\u0131l\u0131m geli\u015ftirmenin her alan\u0131n\u0131 etkiliyor. \u0130\u015fte teknolojinin yaz\u0131l\u0131m testi ve RPA konusunda yard\u0131mc\u0131 olabilece\u011fi yollardan birka\u00e7\u0131.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Gereksinim_analizi\"><\/span><em><strong>Gereksinim analizi<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Gereksinim analizi, yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn \u00f6nemli bir par\u00e7as\u0131d\u0131r. S\u00fcre\u00e7, payda\u015f gereksinimlerini ve bir yaz\u0131l\u0131m par\u00e7as\u0131 olu\u015fturmak i\u00e7in gereken \u00e7e\u015fitli \u00f6zellikleri anlamay\u0131 i\u00e7erir. \u00dcretken yapay zeka, yeni fikirler ve bak\u0131\u015f a\u00e7\u0131lar\u0131 ortaya \u00e7\u0131kararak ekiplere fikir \u00fcretme konusunda yard\u0131mc\u0131 olabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Test_planlamasi\"><\/span><em><strong>Test planlamas\u0131<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Test gereksinimleri iyice anla\u015f\u0131ld\u0131ktan sonra, QA ekiplerinin yeterli test kapsam\u0131n\u0131 sa\u011flamak i\u00e7in i\u015fleri bir programa d\u00f6kmesi gerekir. Bu t\u00fcr bir \u00e7al\u0131\u015fma uzmanl\u0131k ve deneyim gerektirir, ancak Generative AI ekipleri \u00f6rnekler ve k\u0131lavuzlar arac\u0131l\u0131\u011f\u0131yla destekleyebilir, ayr\u0131ca benzersiz gereksinimleri i\u00e7in belirli ara\u00e7lar ve en iyi uygulamalar hakk\u0131nda \u00f6nerilerde bulunabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Test_senaryosu_olusturma\"><\/span><em><strong>Test senaryosu olu\u015fturma<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">QA ekipleri, sistemin alt\u0131nda yatan ili\u015fkileri anlamak amac\u0131yla kodu, kullan\u0131c\u0131 gereksinimlerini ve yaz\u0131l\u0131m \u00f6zelliklerini analiz etmek i\u00e7in LLM&#8217;leri kullanabilir. Yapay zeka, yaz\u0131l\u0131m\u0131n girdi ve \u00e7\u0131kt\u0131lar\u0131n\u0131 ve beklenen davran\u0131\u015flar\u0131n\u0131 kavrad\u0131ktan sonra, yaz\u0131l\u0131m\u0131 test edecek test senaryolar\u0131 olu\u015fturmaya ba\u015flayabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Buradaki faydalar zamandan ve manuel kodlamadan tasarruf etmenin \u00f6tesine ge\u00e7mektedir. Yapay zeka test senaryosu olu\u015fturma, QA m\u00fchendislerinin dikkate almayabilece\u011fi alanlar\u0131 ke\u015ffedebildi\u011fi i\u00e7in daha kapsaml\u0131 bir kapsama da yol a\u00e7abilir ve bu da daha g\u00fcvenilir yap\u0131lara yol a\u00e7ar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"Hatalari_bulma_ve_cozme\"><\/span><em><strong>Hatalar\u0131 bulma ve \u00e7\u00f6zme<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Makine \u00f6\u011frenimi, QA uzmanlar\u0131n\u0131n hatalar\u0131 bulma ve \u00e7\u00f6zme s\u00fcresini \u00f6nemli \u00f6l\u00e7\u00fcde k\u0131saltmas\u0131na olanak tan\u0131r. Yaz\u0131l\u0131m testlerinde bir\u00e7ok hatan\u0131n yerini tespit etmek kolayd\u0131r. Ancak, bir\u00e7ok senaryoda bu zahmetli ve zaman al\u0131c\u0131 bir s\u00fcre\u00e7tir. \u00dcretken yapay zeka, kontrolleri manuel \u00e7al\u0131\u015fanlar\u0131n s\u00fcresinden \u00e7ok daha k\u0131sa bir s\u00fcrede ger\u00e7ekle\u015ftirebilir ve en inat\u00e7\u0131 hatalar\u0131 bile vurgulamaya yard\u0131mc\u0131 olabilir. Dahas\u0131, bu yapay zeka ara\u00e7lar\u0131 tespit ettikleri hatalar\u0131 da \u00e7\u00f6zerek QA ekiplerine sonsuz zaman kazand\u0131rabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h4><span class=\"ez-toc-section\" id=\"UI_testi\"><\/span><em><strong>UI testi<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><span style=\"font-weight: 400;\">\u00dcretken yapay zeka ara\u00e7lar\u0131, bir dizi kullan\u0131c\u0131 davran\u0131\u015f\u0131n\u0131 ve yaz\u0131l\u0131m sistemleriyle etkile\u015fimi sim\u00fcle edebilir. Bu y\u00f6ntemler, geli\u015ftirme ekiplerine aray\u00fczlerinin \u00e7ok \u00e7e\u015fitli insan-bilgisayar kullan\u0131mlar\u0131n\u0131 idare edebilece\u011fi konusunda g\u00fcven verebilir. Dahas\u0131, \u00dcretken Yapay Zeka, kullan\u0131c\u0131 aray\u00fcz\u00fc verilerini ve \u0131s\u0131 haritalar\u0131n\u0131 da analiz edebilir ve kullan\u0131c\u0131 aray\u00fcz\u00fcn\u00fcn nas\u0131l iyile\u015ftirilece\u011fi ve daha kullan\u0131c\u0131 dostu hale getirilece\u011fi konusunda \u00f6nerilerde bulunabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yardimci_pilotlarin_gelecegi_ve_Uretken_Yapay_Zeka\"><\/span><strong>Yard\u0131mc\u0131 pilotlar\u0131n gelece\u011fi ve \u00dcretken Yapay Zeka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"in_Yazilim_Testi_ve_RPA\"><\/span><strong>  in Yaz\u0131l\u0131m Testi ve RPA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"b9b7b1\" data-has-transparency=\"false\" style=\"--dominant-color: #b9b7b1;\" decoding=\"async\" class=\"aligncenter wp-image-70992 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1024x737.webp\" alt=\"Yaz\u0131l\u0131m Testi ve RPA'da yard\u0131mc\u0131 pilotlar\u0131n ve \u00dcretken Yapay Zekan\u0131n gelece\u011fi\" width=\"599\" height=\"431\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1024x737.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--300x216.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--768x553.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1536x1106.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1080x777.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--1280x921.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--980x705.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--480x346.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/The-future-of-copilots-and-Generative-AI-in-Software-Testing-and-RPA--jpeg.webp 1920w\" sizes=\"(max-width: 599px) 100vw, 599px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m otomasyonunda yard\u0131mc\u0131 pilotlar\u0131n ve \u00dcretken Yapay Zekan\u0131n g\u00fcn\u00fcm\u00fczdeki kullan\u0131m\u0131 zaten heyecan verici olsa da, gelecek daha da fazla umut vaat ediyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Copilot ve Generative AI&#8217;n\u0131n gelece\u011fi, \u00fcr\u00fcnlerde yap\u0131labilecek iyile\u015ftirmelere ba\u011fl\u0131d\u0131r. Purdue \u00dcniversitesi&#8217;nde yap\u0131lan yeni bir ara\u015ft\u0131rmaya g\u00f6re  <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2308.02312.pdf\"><span style=\"font-weight: 400;\">Kim Daha \u0130yi Cevap Veriyor? ChatGPT ve Stack Overflow&#8217;un Yaz\u0131l\u0131m M\u00fchendisli\u011fi Sorular\u0131na Verdi\u011fi Cevaplar\u0131n Derinlemesine Analizi<\/span><\/a><span style=\"font-weight: 400;\">  \u00dcretken Yapay Zeka modellerinin baz\u0131 s\u0131n\u0131rlamalar\u0131n\u0131n alt\u0131n\u0131 \u00e7iziyor.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar ChatGPT&#8217;ye Stack Overflow&#8217;dan 500&#8217;\u00fcn \u00fczerinde soru verdi. Yapay zeka arac\u0131 yar\u0131s\u0131ndan fazlas\u0131na yanl\u0131\u015f cevap verdi. Ara\u015ft\u0131rmac\u0131lar\u0131n dikkat \u00e7ekti\u011fi en \u00f6nemli sorunlardan birinin, yapay zekan\u0131n sorular\u0131 do\u011fru anlamad\u0131\u011f\u0131 i\u00e7in en s\u0131k ba\u015far\u0131s\u0131z olmas\u0131 oldu\u011funu belirtmek gerekir. Bu ayr\u0131nt\u0131, \u00dcretken Yapay Zeka i\u00e7inde h\u0131zl\u0131 m\u00fchendisli\u011fin \u00f6neminin alt\u0131n\u0131 \u00e7iziyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ayr\u0131ca, hem Google hem de Amazon bu y\u0131l m\u00fclakat sorusu ortam\u0131nda \u00dcretken Yapay Zeka ara\u00e7lar\u0131n\u0131n kalitesini incelemek i\u00e7in ba\u011f\u0131ms\u0131z testler ger\u00e7ekle\u015ftirdi. Her iki durumda da ara\u00e7, test sorular\u0131n\u0131 pozisyonu alacak kadar iyi yan\u0131tlamay\u0131 ba\u015fard\u0131.  <\/span><a href=\"https:\/\/www.cnbc.com\/2023\/01\/31\/google-testing-chatgpt-like-chatbot-apprentice-bard-with-employees.html\"><br \/>\n  <span style=\"font-weight: 400;\">CNBC<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> ve <\/span><a href=\"https:\/\/www.businessinsider.com\/chatgpt-amazon-job-interview-questions-answers-correctly-2023-1?r=US&amp;IR=T\"><br \/>\n  <span style=\"font-weight: 400;\">Business Inside<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">s\u0131ras\u0131yla.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, bu teknolojide potansiyelin oldu\u011fu bir noktada oldu\u011fumuz a\u00e7\u0131k, ancak baz\u0131 k\u00fc\u00e7\u00fck \u015feylerin d\u00fczeltilmesi gerekiyor. Bu ara\u00e7lar\u0131n son y\u0131llarda geli\u015fti\u011fi \u00f6l\u00e7ek, gerekli seviyeye ve muhtemelen planlanandan \u00f6nce ula\u015faca\u011f\u0131na dair bize g\u00fcven veriyor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u015eimdi, bu teknolojilerin yaz\u0131l\u0131m geli\u015ftirme testlerinin gelece\u011fini etkileyece\u011fi baz\u0131 alanlara g\u00f6z atabiliriz.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Hiperotomasyon\"><\/span><strong>1. Hiperotomasyon<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hiperotomasyon, i\u015fletmenin evriminde otomatikle\u015ftirilebilecek her s\u00fcrecin otomatikle\u015ftirilece\u011fi bir hedefi tan\u0131mlar. Verimlili\u011fe y\u00f6nelik, birbiriyle son derece ba\u011flant\u0131l\u0131 b\u00fct\u00fcnsel bir yakla\u015f\u0131md\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m geli\u015ftirme a\u00e7\u0131s\u0131ndan bak\u0131ld\u0131\u011f\u0131nda, i\u015f s\u00fcreci gereksinimlerini denetleyen merkezi bir sistem hayal etmek zor de\u011fil. Sistem, ihtiya\u00e7lar\u0131 ve verimlilikleri anlay\u0131p tespit edecek ve teknoloji yoluyla iyile\u015ftirilmesi gereken alanlar\u0131 s\u00fcrekli olarak belirleyecektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130\u015fletmeler geli\u015ftik\u00e7e, bu merkezi sistemler, darbo\u011fazlar\u0131 ve verimsizlikleri otomatik olarak \u00e7\u00f6zecek veya belki de belirli i\u015fleri tamamlamalar\u0131 i\u00e7in m\u00fchendislere itecek uygulamalar olu\u015fturmak i\u00e7in \u00dcretken Yapay Zekay\u0131 kullanacakt\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Yazilim_mimarilerinin_tasarlanmasi\"><\/span><strong>2. Yaz\u0131l\u0131m mimarilerinin tasarlanmas\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ara\u00e7lar\u0131, yeterli veri ile yaz\u0131l\u0131m mimarisinin en iyi uygulamalar\u0131n\u0131 anlayabilir ve maksimum verimlilik i\u00e7in bu tasar\u0131mlar\u0131 iyile\u015ftirmenin yollar\u0131n\u0131 bulabilir. Makine \u00f6\u011frenimi, insan zihninin kapsam\u0131n\u0131n \u00f6tesindeki kal\u0131plar\u0131 ve ili\u015fkileri bulmakla ilgilidir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka ara\u00e7lar\u0131 \u00e7e\u015fitli uygulamalar hakk\u0131nda yeterli bilgiye sahipse, onlara \u00f6nceki mimarileri yeni gereksinimlere do\u011fru b\u00fckmeleri talimat\u0131n\u0131 verebiliriz, bu da daha verimli yap\u0131lara ve hatta aksi takdirde dikkate al\u0131nmayacak fikirlere yol a\u00e7abilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Eski_sistemlerin_modernizasyonu\"><\/span><strong>3. Eski sistemlerin modernizasyonu<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Hi\u00e7bir yaz\u0131l\u0131m m\u00fckemmel olmasa da, hala m\u00fckemmel bir i\u015f \u00e7\u0131karan ve bir \u015firketin altyap\u0131s\u0131na o kadar derinden yerle\u015fmi\u015f olan bir\u00e7ok ara\u00e7 vard\u0131r ki, bunlar\u0131n de\u011fi\u015ftirilmesi zordur. Bu sistemleri uyarlamak, \u00f6zellikle de modas\u0131 ge\u00e7mi\u015f yaz\u0131l\u0131m kodlar\u0131 kullan\u0131larak yaz\u0131lm\u0131\u015flarsa, zahmetli olabilir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Gelecekte, \u00dcretken Yapay Zeka ara\u00e7lar\u0131 bu kodu g\u00fcn\u00fcn diline d\u00f6n\u00fc\u015ft\u00fcrebilecek ve ekiplerin eski sistemlerini korumalar\u0131na ve \u00e7o\u011fu durumda geli\u015ftirmelerine olanak tan\u0131yacakt\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Dusuk_kodlu_ve_kodsuz_gelistirmenin_iyilestirilmesi\"><\/span><strong>4. D\u00fc\u015f\u00fck kodlu ve kodsuz geli\u015ftirmenin iyile\u015ftirilmesi<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yukar\u0131da tan\u0131mlad\u0131\u011f\u0131m\u0131z \u00dcretken Yapay Zeka ara\u00e7lar\u0131 arac\u0131l\u0131\u011f\u0131yla otomasyon yaz\u0131l\u0131m testinin zorluklar\u0131ndan biri, kodlay\u0131c\u0131n\u0131n \u00e7\u0131kt\u0131y\u0131 do\u011frulamak i\u00e7in bilgi ve deneyimden yoksun oldu\u011fu bir durumdu.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yapay zeka yard\u0131mc\u0131 pilotlar\u0131, sa\u011flam uygulamalara yol a\u00e7an daha iyi \u00f6nerilerde bulunarak d\u00fc\u015f\u00fck kodlu ara\u00e7lar\u0131n geli\u015ftirilmesine yard\u0131mc\u0131 olacakt\u0131r. Geli\u015fmi\u015f test ara\u00e7lar\u0131, insan operat\u00f6rlerin yarat\u0131c\u0131l\u0131klar\u0131n\u0131 serbest\u00e7e kullanmalar\u0131na olanak tan\u0131rken, \u00e7al\u0131\u015fmalar\u0131n\u0131 s\u00fcrekli olarak do\u011frulayacak ve teknik olmayan profesyonellerin ihtiya\u00e7 duyduklar\u0131 uygulamalar\u0131 olu\u015fturmalar\u0131na kap\u0131 a\u00e7acakt\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Yazilim_testinde_Uretken_Yapay_Zekanin_faydalari\"><\/span><strong>Yaz\u0131l\u0131m testinde \u00dcretken Yapay Zekan\u0131n faydalar\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"c2bcb2\" data-has-transparency=\"false\" style=\"--dominant-color: #c2bcb2;\" decoding=\"async\" class=\"aligncenter wp-image-68718 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1024x768.webp\" alt=\"yazilim test otomasyonu ve rpa'da (roboti\u0307k s\u00fcre\u00e7 otomasyonu) i\u0307stem m\u00fchendi\u0307sli\u0307\u011fi\u0307\" width=\"514\" height=\"386\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1024x768.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-300x225.webp 300w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-768x576.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1536x1152.webp 1536w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-510x382.webp 510w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1080x810.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-1280x960.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-980x735.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-480x360.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/10\/prompt-enginering-in-software-test-automation-and-rpa-robotic-process-automation-jpeg.webp 1920w\" sizes=\"(max-width: 514px) 100vw, 514px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testi i\u00e7in \u00dcretken Yapay Zekay\u0131 kullanman\u0131n, kaliteden \u00f6d\u00fcn vermeden daha h\u0131zl\u0131 \u00e7al\u0131\u015fmak isteyen geli\u015ftirme ekipleri i\u00e7in cazip bir se\u00e7enek haline getiren bir\u00e7ok faydas\u0131 vard\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Yazilim_gelistirme_yasam_dongusunun_hizlandirilmasi\"><\/span><strong>1. Yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn h\u0131zland\u0131r\u0131lmas\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Geli\u015ftiriciler, yaz\u0131l\u0131m\u0131n ve yeni \u00f6zelliklerin zaman\u0131nda pazara sunulmas\u0131n\u0131 sa\u011flamak i\u00e7in uzun saatler boyunca \u00e7al\u0131\u015fma konusunda s\u00fcrekli bask\u0131 alt\u0131ndad\u0131r. Agile\/DevOps metodolojileri geli\u015ftirmenin daha verimli olmas\u0131n\u0131 sa\u011flam\u0131\u015f olsa da, geli\u015ftirmenin daha fazla d\u00fczene sokulmas\u0131ndan faydalanabilecek bireysel a\u015famalar hala mevcuttur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00dcretken yapay zeka ara\u00e7lar\u0131, test ekiplerinin prototip olu\u015fturmaktan kullan\u0131c\u0131 aray\u00fcz\u00fc testine kadar \u00e7e\u015fitli SDLC a\u015famalar\u0131n\u0131n \u00fcstesinden gelmesine olanak tan\u0131r.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Kapsamli_hata_tespiti\"><\/span><strong>2. Kapsaml\u0131 hata tespiti<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yapay zekan\u0131n yaz\u0131l\u0131m testindeki en g\u00fc\u00e7l\u00fc uygulamalar\u0131ndan biri, teknolojinin b\u00fcy\u00fck veri k\u00fcmelerini kar\u015f\u0131la\u015ft\u0131rma yetene\u011finden geliyor. Makine \u00f6\u011frenimi ara\u00e7lar\u0131, bir bilgi deposu ve beklenen modeller olu\u015fturmak i\u00e7in geni\u015f veri setlerini (kod dahil) analiz edebilir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Geli\u015ftiriciler kodu i\u015flediklerinde, beklenmedik senaryolar\u0131, ba\u011f\u0131ml\u0131l\u0131klar\u0131 ve g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 vurgulayabilen bu modellerle kar\u015f\u0131la\u015ft\u0131rabilir ve t\u00fcm geli\u015ftirme s\u00fcreci boyunca daha iyi kod yaz\u0131lmas\u0131n\u0131 sa\u011flayabilirler.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Gelistirilmis_test_kapsami\"><\/span><strong>3. Geli\u015ftirilmi\u015f test kapsam\u0131<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Makine \u00f6\u011frenimi ara\u00e7lar\u0131, geni\u015f veri k\u00fcmelerini analiz etmek ve anlamak i\u00e7in geli\u015ftirilmi\u015ftir. Yaz\u0131l\u0131m testine uyguland\u0131\u011f\u0131nda, ekiplerin yaz\u0131l\u0131m testlerinin kapsam\u0131n\u0131 art\u0131rmalar\u0131na olanak tan\u0131r. Faydalar\u0131 sadece insan eme\u011fini denklemden \u00e7\u0131kararak para tasarrufu sa\u011flaman\u0131n \u00f6tesindedir; yapay zeka ayn\u0131 zamanda karma\u015f\u0131k bir dizi senaryoda geli\u015fmi\u015f hata tespitine olanak tan\u0131yan \u00e7ok daha kapsaml\u0131 bir test t\u00fcr\u00fcne yol a\u00e7ar.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Azaltilmis_maliyetler\"><\/span><strong>4. Azalt\u0131lm\u0131\u015f maliyetler<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">QA m\u00fchendislerinden olu\u015fan bir ekip istihdam etmek ve onlar\u0131 tekrarlayan ve zaman alan yaz\u0131l\u0131m testi g\u00f6revleri i\u00e7in kullanmakla kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda, \u00dcretken Yapay Zeka ve RPA daha h\u0131zl\u0131 ve daha uygun maliyetlidir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m geli\u015ftirme d\u00fcnyas\u0131 daha rekabet\u00e7i hale geldik\u00e7e, kaliteli ve dayan\u0131kl\u0131 \u00fcr\u00fcnleri b\u00fct\u00e7eye uygun \u015fekilde teslim etmenin yollar\u0131n\u0131 bulmak da \u00f6nem kazan\u0131yor. \u00dcretken yapay zeka ara\u00e7lar\u0131 ve yard\u0131mc\u0131 pilotlar, m\u00fchendislere olan ba\u011f\u0131ml\u0131l\u0131\u011f\u0131 azaltabilir ve m\u00fchendislerin de\u011fer odakl\u0131 i\u015fler yapmas\u0131na ve daha az \u015fi\u015firilmi\u015f yap\u0131lara yol a\u00e7mas\u0131na olanak tan\u0131yabilir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Uretken_Yapay_Zeka_araclari_sonun_habercisi_mi\"><\/span><strong>\u00dcretken Yapay Zeka ara\u00e7lar\u0131 sonun habercisi mi?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h2 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"insan_yazilim_muhendisleri\"><\/span><strong>  insan yaz\u0131l\u0131m m\u00fchendisleri?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img data-dominant-color=\"1b1b1a\" data-has-transparency=\"false\" style=\"--dominant-color: #1b1b1a;\" decoding=\"async\" class=\"aligncenter wp-image-70991 not-transparent\" src=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-683x1024.webp\" alt=\"\u00dcretken yapay zeka ara\u00e7lar\u0131 insan yaz\u0131l\u0131m m\u00fchendislerinin sonunu mu getiriyor?\" width=\"421\" height=\"631\" srcset=\"https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-683x1024.webp 683w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-200x300.webp 200w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-768x1152.webp 768w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1024x1536.webp 1024w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1365x2048.webp 1365w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1080x1620.webp 1080w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-1280x1920.webp 1280w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-980x1470.webp 980w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-480x720.webp 480w, https:\/\/www.zaptest.com\/wp-content\/uploads\/2023\/11\/Do-Generative-AI-tools-spell-the-end-of-human-software-engineers-scaled.webp 1707w\" sizes=\"(max-width: 421px) 100vw, 421px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Bariz faydalar\u0131na ra\u011fmen, herhangi bir otomasyon arac\u0131, \u00e7al\u0131\u015fanlar\u0131n gelecekleri hakk\u0131nda endi\u015fe duymalar\u0131na neden olabilir. Bu normal bir tepki olsa da, \u00dcretken Yapay Zekan\u0131n h\u0131z\u0131 ve kapsam\u0131, endi\u015felerin normalden daha kapsaml\u0131 oldu\u011fu anlam\u0131na geliyor. Bu ara\u00e7lar bir\u00e7ok i\u015fi otomatikle\u015ftirme kapasitesine sahip olsa da, yaz\u0131l\u0131m m\u00fchendislerinin yapt\u0131\u011f\u0131 her g\u00f6revi yerine getiremezler. Teknolojinin yeteneklerinin yan\u0131 s\u0131ra s\u0131n\u0131rlamalar\u0131n\u0131n da anla\u015f\u0131lmas\u0131 m\u00fchendisler ve liderler i\u00e7in \u00e7ok \u00f6nemlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130nsanlar\u0131n hat\u0131rlamas\u0131 gereken ilk \u015fey, yapay zeka destekli test otomasyon ara\u00e7lar\u0131n\u0131n piyasada uzun s\u00fcredir var oldu\u011fudur. Bununla birlikte, \u00dcretken Yapay Zekan\u0131n kullan\u0131c\u0131 dostu yap\u0131s\u0131, onu daha fazla esnekli\u011fe sahip k\u0131lmaktad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">G\u00f6z \u00f6n\u00fcnde bulundurmam\u0131z gereken ilk \u015feylerden biri, \u00dcretken Yapay Zekan\u0131n do\u011frulanabilen \u00e7\u0131kt\u0131lar i\u00e7in en iyi \u015fekilde \u00e7al\u0131\u015ft\u0131\u011f\u0131d\u0131r. Bu kilit bir noktad\u0131r. LLM&#8217;lerin nas\u0131l e\u011fitildiklerinin do\u011fas\u0131, size bir cevap vermek i\u00e7in ellerinden gelenin en iyisini yapacaklar\u0131 anlam\u0131na gelir, bu bazen ger\u00e7ekleri, referanslar\u0131 ve arg\u00fcmanlar\u0131 &#8220;hal\u00fcsinasyon&#8221; anlam\u0131na gelse bile.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Art\u0131k yeterli kodlama bilgisine sahipseniz, Generative AI&#8217;n\u0131n \u00e7\u0131kt\u0131 olarak verdi\u011fi herhangi bir metni okuyup do\u011frulayabilecek ve olas\u0131 hatalar\u0131 yakalayabileceksiniz. Kod yazabilmek yerine \u00dcretken Yapay Zekay\u0131 kullanan bir vatanda\u015f yaz\u0131l\u0131mc\u0131ysan\u0131z, bu hatalar\u0131 yakalama konusunda o kadar yetenekli olmayacaks\u0131n\u0131z.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, bu a\u00e7\u0131dan bak\u0131ld\u0131\u011f\u0131nda, vas\u0131fl\u0131 m\u00fchendisler yaz\u0131l\u0131m geli\u015ftirme ekosisteminin kritik bir par\u00e7as\u0131 olmaya devam edecektir. Yine de hem denetimsel hem de pratik anlamda test yapmalar\u0131 gerekecektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testleri i\u00e7in \u00dcretken Yapay Zekan\u0131n bir ba\u015fka s\u0131n\u0131rlamas\u0131 da mobil testlerle ilgilidir. \u00d6rne\u011fin, ChatGPT web sitesi kullan\u0131c\u0131 aray\u00fczlerini test etmek i\u00e7in iyi bir se\u00e7enektir. Ancak, farkl\u0131 mobil cihazlara eri\u015fimi yoktur. Piyasadaki \u00e7ok say\u0131da farkl\u0131 telefon ve model ile ZAPTEST gibi mevcut test otomasyon yaz\u0131l\u0131mlar\u0131n\u0131n gerisinde kal\u0131yor. Bu sorun da k\u00fc\u00e7\u00fck bir engel de\u011fildir. Daha fazla  <\/span><a href=\"https:\/\/explodingtopics.com\/blog\/mobile-internet-traffic\"><br \/>\n  <span style=\"font-weight: 400;\">t\u00fcm internet kullan\u0131m\u0131n\u0131n yar\u0131s\u0131 mobilden geliyor<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">ve bu say\u0131 her y\u0131l artmaktad\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dolay\u0131s\u0131yla, \u00dcretken Yapay Zeka geli\u015ftiricilerden bir\u00e7ok g\u00f6rev alacak olsa da, test altyap\u0131s\u0131nda ve \u00e7\u0131kt\u0131lar\u0131 do\u011frulama becerisinde b\u00fcy\u00fck de\u011fi\u015fiklikler olmadan bu profesyonelleri kullan\u0131lmaz hale getirmeyecektir.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Son_dusunceler\"><\/span><strong>Son d\u00fc\u015f\u00fcnceler<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Yaz\u0131l\u0131m testi ve RPA s\u00fcrekli bir geli\u015fim yolundad\u0131r. Yeni teknoloji ve y\u00f6ntemler ortaya \u00e7\u0131kt\u0131k\u00e7a, her iki disiplin de QA ekiplerinin manuel test fiyat\u0131n\u0131n \u00e7ok alt\u0131nda bir fiyata daha h\u0131zl\u0131 ve daha kapsaml\u0131 testler sunmas\u0131na yard\u0131mc\u0131 olmak i\u00e7in en iyi uygulamalar\u0131 \u00f6z\u00fcmser.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Testlerin kapsam\u0131n\u0131 iyile\u015ftirmek ve insan hatalar\u0131n\u0131 ve maliyetlerini azaltmak, yapay zeka destekli testlerin daha belirgin faydalar\u0131ndan baz\u0131lar\u0131 olsa da, ekiplerin s\u00fcrekli entegrasyon ve da\u011f\u0131t\u0131m boru hatlar\u0131 (CI\/CD) yakla\u015f\u0131m\u0131n\u0131 benimsemelerine de yard\u0131mc\u0131 olur.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00fcketici beklentileri ve rekabet her zamankinden daha y\u00fcksekken, \u00dcretken Yapay Zeka ekiplere kaliteden \u00f6d\u00fcn vermeden h\u0131zl\u0131 ve verimli testler sunman\u0131n bir yolunu sunuyor.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;Bu, makine \u00f6\u011freniminin \u015fimdiye kadar g\u00f6rd\u00fc\u011f\u00fcm en ak\u0131llara durgunluk veren uygulamas\u0131.&#8221; Mike Krieger, Instagram&#8217;\u0131n kurucu orta\u011f\u0131. &nbsp; Mike Krieger&#8217;in s\u00f6zleri abart\u0131l\u0131 de\u011fildir. Makine \u00f6\u011frenimi, veri analizi ve i\u00e7g\u00f6r\u00fcler a\u00e7\u0131s\u0131ndan dikkate de\u011fer \u015feyler yapabilse de GitHub Copilot, d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndaki \u00fcr\u00fcn geli\u015ftiricilere sa\u011flayabilece\u011fi potansiyel fayda nedeniyle tam bir oyun de\u011fi\u015ftiricidir. Kodlama yard\u0131mc\u0131 pilotlar\u0131 ve \u00dcretken [&hellip;]<\/p>\n","protected":false},"author":14624,"featured_media":71760,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Kopilotlar ve \u00dcretken Yapay Zekan\u0131n RPA \/ Yaz\u0131l\u0131m Testine Etkisi","_seopress_titles_desc":"Copilots ve Generative AI'n\u0131n yaz\u0131l\u0131m geli\u015ftirme, Test ve RPA'daki etkisinden bu teknolojilerin gelece\u011fine kadar bilinmesi gereken her \u015feyi \u00f6\u011frenin!","_seopress_robots_index":"","_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","content-type":"","footnotes":"","beyondwords_generate_audio":"","beyondwords_integration_method":"","beyondwords_project_id":"","beyondwords_content_id":"","beyondwords_preview_token":"","beyondwords_player_content":"","beyondwords_player_style":"","beyondwords_language_code":"","beyondwords_language_id":"","beyondwords_title_voice_id":"","beyondwords_body_voice_id":"","beyondwords_summary_voice_id":"","beyondwords_error_message":"","beyondwords_disabled":"","beyondwords_delete_content":"","beyondwords_podcast_id":"","beyondwords_hash":"","publish_post_to_speechkit":"","speechkit_hash":"","speechkit_generate_audio":"","speechkit_project_id":"","speechkit_podcast_id":"","speechkit_error_message":"","speechkit_disabled":"","speechkit_access_key":"","speechkit_error":"","speechkit_info":"","speechkit_response":"","speechkit_retries":"","speechkit_status":"","speechkit_updated_at":"","_speechkit_link":"","_speechkit_text":""},"categories":[494],"tags":[],"class_list":["post-71656","post","type-post","status-publish","format-standard","has-post-thumbnail","category-yapay-zeka"],"acf":{"short_name":"RPA \/ Yaz\u0131l\u0131m Testinde Kopilotlar ve \u00dcretken Yapay Zeka"},"_links":{"self":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts\/71656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/users\/14624"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/comments?post=71656"}],"version-history":[{"count":0,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/posts\/71656\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/media\/71760"}],"wp:attachment":[{"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/media?parent=71656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/categories?post=71656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zaptest.com\/tr\/wp-json\/wp\/v2\/tags?post=71656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}