{"id":213415,"date":"2026-08-03T12:48:19","date_gmt":"2026-08-03T09:48:19","guid":{"rendered":"https:\/\/testeryou.com\/?p=213415"},"modified":"2026-08-03T12:55:47","modified_gmt":"2026-08-03T09:55:47","slug":"vibe-coding-sonrasi-kaliteyi-kim-koruyacak","status":"publish","type":"post","link":"https:\/\/testeryou.com\/tr\/vibe-coding-sonrasi-kaliteyi-kim-koruyacak\/","title":{"rendered":"Vibe Coding Sonras\u0131 Kaliteyi Kim Koruyacak?"},"content":{"rendered":"<p><strong>Yapay zek\u00e2 kod \u00fcretimini h\u0131zland\u0131r\u0131yor. Ancak bir \u00fcr\u00fcn\u00fcn \u00e7al\u0131\u015fmas\u0131 ile g\u00fcvenilir, g\u00fcvenli ve s\u00fcrd\u00fcr\u00fclebilir olmas\u0131 ayn\u0131 \u015fey de\u011fil. Peki geli\u015ftirme s\u00fcre\u00e7leri h\u0131zland\u0131k\u00e7a kalite sorumlulu\u011funu kim \u00fcstlenecek?<\/strong><\/p>\n<p>Bir uygulama geli\u015ftirmek istedi\u011finizi d\u00fc\u015f\u00fcn\u00fcn. Yapay zek\u00e2 destekli kodlama arac\u0131na ihtiyac\u0131n\u0131z\u0131 birka\u00e7 c\u00fcmleyle anlat\u0131yorsunuz:<\/p>\n<p>\u201cE-posta ve \u015fifreyle giri\u015f yap\u0131labilen modern bir kullan\u0131c\u0131 giri\u015f ekran\u0131 olu\u015ftur. \u015eifremi unuttum ba\u011flant\u0131s\u0131 ekle ve tasar\u0131m\u0131 mobil cihazlarla uyumlu h\u00e2le getir.\u201d<\/p>\n<p>K\u0131sa s\u00fcre i\u00e7inde \u00e7al\u0131\u015fan bir ekran ortaya \u00e7\u0131k\u0131yor. Birka\u00e7 ek komutla kullan\u0131c\u0131 kay\u0131t ak\u0131\u015f\u0131, veritaban\u0131 ba\u011flant\u0131s\u0131 ve hata mesajlar\u0131 da projeye ekleniyor.<\/p>\n<p>Daha \u00f6nce g\u00fcnler s\u00fcrebilecek bir i\u015fin saatler, hatta dakikalar i\u00e7inde tamamlanmas\u0131 olduk\u00e7a etkileyici. Ancak burada \u00f6nemli bir soru ortaya \u00e7\u0131k\u0131yor:<\/p>\n<p>Uygulaman\u0131n \u00e7al\u0131\u015f\u0131yor olmas\u0131, do\u011fru ve kaliteli \u00e7al\u0131\u015ft\u0131\u011f\u0131 anlam\u0131na gelir mi?<\/p>\n<p>Vibe coding yakla\u015f\u0131m\u0131n\u0131n yaz\u0131l\u0131m kalitesi \u00fczerindeki etkisi tam olarak bu noktada ba\u015fl\u0131yor.<\/p>\n<h2>Vibe Coding Nedir?<\/h2>\n<p>Vibe coding, geli\u015ftiricinin kodun her sat\u0131r\u0131n\u0131 do\u011frudan yazmak yerine ne yapmak istedi\u011fini do\u011fal dille anlatt\u0131\u011f\u0131 ve yapay zek\u00e2n\u0131n \u00fcretti\u011fi \u00e7\u0131kt\u0131lar \u00fczerinden ilerledi\u011fi bir geli\u015ftirme yakla\u015f\u0131m\u0131d\u0131r.<\/p>\n<p>Bu s\u00fcre\u00e7te geli\u015ftirici genellikle:<\/p>\n<ul>\n<li>\u0130htiya\u00e7lar\u0131n\u0131 do\u011fal dil kullanarak a\u00e7\u0131klar.<\/li>\n<li>Yapay zek\u00e2n\u0131n olu\u015fturdu\u011fu kodu projeye uygular.<\/li>\n<li>Kar\u015f\u0131la\u015ft\u0131\u011f\u0131 hata mesajlar\u0131n\u0131 yeniden yapay zek\u00e2ya iletir.<\/li>\n<li>\u0130stedi\u011fi sonu\u00e7 ortaya \u00e7\u0131kana kadar komutlar\u0131n\u0131 g\u00fcnceller.<\/li>\n<li>Kodun t\u00fcm teknik ayr\u0131nt\u0131lar\u0131ndan \u00e7ok, ortaya \u00e7\u0131kan sonuca odaklan\u0131r.<\/li>\n<\/ul>\n<p>Yapay zek\u00e2dan kod \u00f6nerisi almak veya kod inceleme deste\u011fi istemek tek ba\u015f\u0131na vibe coding de\u011fildir. Vibe coding daha \u00e7ok, geli\u015ftirmenin \u00f6nemli bir k\u0131sm\u0131n\u0131n do\u011fal dil komutlar\u0131yla y\u00f6nlendirildi\u011fi ve ortaya \u00e7\u0131kan kodun ayr\u0131nt\u0131lar\u0131n\u0131n zaman zaman ikinci planda kald\u0131\u011f\u0131 \u00e7al\u0131\u015fma bi\u00e7imini ifade eder.<\/p>\n<p>Bu yakla\u015f\u0131m \u00f6zellikle h\u0131zl\u0131 prototip geli\u015ftirme, MVP haz\u0131rlama ve fikir do\u011frulama s\u00fcre\u00e7lerinde \u00f6nemli avantajlar sa\u011flayabilir.<\/p>\n<p>Ancak kod \u00fcretiminin kolayla\u015fmas\u0131, kaliteli yaz\u0131l\u0131m geli\u015ftirmenin de otomatik olarak kolayla\u015ft\u0131\u011f\u0131 anlam\u0131na gelmez.<\/p>\n<h2>Vibe Coding Neden Bu Kadar Pop\u00fcler?<\/h2>\n<p>Vibe coding, yaz\u0131l\u0131m geli\u015ftirmeye ba\u015flama e\u015fi\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde d\u00fc\u015f\u00fcr\u00fcyor.<\/p>\n<p>Daha \u00f6nce teknik bilgi, zaman veya geni\u015f bir geli\u015ftirme ekibi gerektiren bir\u00e7ok fikir art\u0131k k\u0131sa s\u00fcrede \u00e7al\u0131\u015fan bir prototipe d\u00f6n\u00fc\u015ft\u00fcr\u00fclebiliyor.<\/p>\n<p>Bu yakla\u015f\u0131m \u00f6zellikle \u015fu alanlarda fayda sa\u011flayabilir:<\/p>\n<ul>\n<li>Fikirlerin h\u0131zl\u0131 bi\u00e7imde do\u011frulanmas\u0131<\/li>\n<li>MVP ve prototip geli\u015ftirme<\/li>\n<li>\u015eirket i\u00e7i k\u00fc\u00e7\u00fck ara\u00e7lar\u0131n haz\u0131rlanmas\u0131<\/li>\n<li>Aray\u00fcz alternatiflerinin denenmesi<\/li>\n<li>Tekrarlayan geli\u015ftirme i\u015flerinin h\u0131zland\u0131r\u0131lmas\u0131<\/li>\n<li>Teknik bilgisi s\u0131n\u0131rl\u0131 ki\u015filerin fikirlerini somutla\u015ft\u0131rmas\u0131<\/li>\n<\/ul>\n<p>Vibe coding\u2019in avantaj\u0131 yaln\u0131zca daha h\u0131zl\u0131 kod \u00fcretmek de\u011fildir. Ayn\u0131 zamanda geli\u015ftiricilerin s\u00f6zdizimiyle u\u011fra\u015fmak yerine \u00e7\u00f6z\u00fclecek probleme ve kullan\u0131c\u0131 ihtiyac\u0131na odaklanmas\u0131na yard\u0131mc\u0131 olabilir.<\/p>\n<p>Fakat h\u0131z, beraberinde yeni riskler de getirir.<\/p>\n<p>Daha k\u0131sa s\u00fcrede daha fazla kod \u00fcretildi\u011finde, incelenmesi ve test edilmesi gereken alan da ayn\u0131 h\u0131zla b\u00fcy\u00fcr.<\/p>\n<h2>\u00c7al\u0131\u015f\u0131yor Olmas\u0131 Yeterli mi?<\/h2>\n<p>Vibe coding ile geli\u015ftirilen bir uygulama ilk bak\u0131\u015fta sorunsuz g\u00f6r\u00fcnebilir.<\/p>\n<p>Kullan\u0131c\u0131 giri\u015f yapabilir, sayfalar a\u00e7\u0131labilir, butonlar \u00e7al\u0131\u015fabilir ve veriler ekranda g\u00f6r\u00fcnt\u00fclenebilir. Ancak temel kullan\u0131c\u0131 ak\u0131\u015flar\u0131n\u0131n \u00e7al\u0131\u015fmas\u0131, uygulaman\u0131n \u00fcretim ortam\u0131na haz\u0131r oldu\u011funu g\u00f6stermez.<\/p>\n<p>\u00d6rne\u011fin yapay zek\u00e2 taraf\u0131ndan olu\u015fturulan bir giri\u015f ekran\u0131nda \u015fu sorular\u0131n yan\u0131t\u0131 eksik olabilir:<\/p>\n<ul>\n<li>Kullan\u0131c\u0131 art arda yanl\u0131\u015f \u015fifre girdi\u011finde ne olacak?<\/li>\n<li>Brute-force sald\u0131r\u0131lar\u0131na kar\u015f\u0131 bir s\u0131n\u0131rlama bulunuyor mu?<\/li>\n<li>Kullan\u0131c\u0131 oturumu ne kadar s\u00fcre a\u00e7\u0131k kalacak?<\/li>\n<li>Hata mesajlar\u0131 gere\u011finden fazla bilgi payla\u015f\u0131yor mu?<\/li>\n<li>\u015eifreler g\u00fcvenli bi\u00e7imde saklan\u0131yor mu?<\/li>\n<li>Form yaln\u0131zca klavye kullan\u0131larak tamamlanabiliyor mu?<\/li>\n<li>Ekran okuyucular alanlar\u0131 do\u011fru \u015fekilde alg\u0131l\u0131yor mu?<\/li>\n<li>\u0130nternet ba\u011flant\u0131s\u0131 kesildi\u011finde kullan\u0131c\u0131ya ne g\u00f6steriliyor?<\/li>\n<li>Tasar\u0131m farkl\u0131 ekran boyutlar\u0131nda bozuluyor mu?<\/li>\n<li>Kullan\u0131c\u0131 butona iki kez bast\u0131\u011f\u0131nda ayn\u0131 i\u015flem tekrarlan\u0131yor mu?<\/li>\n<li>Sunucu ge\u00e7 yan\u0131t verdi\u011finde aray\u00fcz nas\u0131l davran\u0131yor?<\/li>\n<\/ul>\n<p>Bu detaylar verilen komutta a\u00e7\u0131k\u00e7a belirtilmemi\u015fse yapay zek\u00e2 yaln\u0131zca en g\u00f6r\u00fcn\u00fcr ve en beklenen ak\u0131\u015f\u0131 olu\u015fturabilir.<\/p>\n<p>Ortaya \u00e7\u0131kan \u00fcr\u00fcn teknik olarak \u00e7al\u0131\u015fabilir. Fakat ayn\u0131 \u00fcr\u00fcn g\u00fcvenlik, eri\u015filebilirlik, performans veya kullan\u0131labilirlik a\u00e7\u0131s\u0131ndan ciddi sorunlar ta\u015f\u0131yabilir.<\/p>\n<p>Bir uygulaman\u0131n a\u00e7\u0131lmas\u0131, onun \u00fcretime haz\u0131r oldu\u011fu anlam\u0131na gelmez.<\/p>\n<h2>G\u00f6r\u00fcnmeyen Maliyet: Teknik Bor\u00e7<\/h2>\n<p>Vibe coding s\u00fcrecinde temel ama\u00e7 \u00e7o\u011fu zaman \u00e7al\u0131\u015fan bir sonuca m\u00fcmk\u00fcn oldu\u011funca h\u0131zl\u0131 ula\u015fmakt\u0131r.<\/p>\n<p>Bu nedenle kodun mimarisi, okunabilirli\u011fi ve uzun vadeli s\u00fcrd\u00fcr\u00fclebilirli\u011fi ikinci planda kalabilir.<\/p>\n<p>Ba\u015flang\u0131\u00e7ta k\u00fc\u00e7\u00fck g\u00f6r\u00fcnen sorunlar proje b\u00fcy\u00fcd\u00fck\u00e7e teknik borca d\u00f6n\u00fc\u015febilir:<\/p>\n<ul>\n<li>Ayn\u0131 i\u015flevi yapan tekrar eden kodlar<\/li>\n<li>Kullan\u0131lmayan veya g\u00fcncel olmayan ba\u011f\u0131ml\u0131l\u0131klar<\/li>\n<li>Birbiriyle uyumsuz mimari yakla\u015f\u0131mlar<\/li>\n<li>De\u011fi\u015ftirilmesi zor, karma\u015f\u0131k fonksiyonlar<\/li>\n<li>Kod i\u00e7ine do\u011frudan yaz\u0131lm\u0131\u015f API anahtarlar\u0131 ve yap\u0131land\u0131rmalar<\/li>\n<li>Eksik hata y\u00f6netimi<\/li>\n<li>Yetersiz loglama<\/li>\n<li>Atlanan g\u00fcvenlik kontrolleri<\/li>\n<li>Test edilmesi zor bile\u015fenler<\/li>\n<li>Belirsiz isimlendirmeler<\/li>\n<li>Eksik teknik dok\u00fcmantasyon<\/li>\n<\/ul>\n<p>Prototip a\u015famas\u0131nda bu problemler \u00f6nemli g\u00f6r\u00fcnmeyebilir. Ancak yeni \u00f6zellikler eklendi\u011finde veya farkl\u0131 geli\u015ftiriciler projeye kat\u0131ld\u0131\u011f\u0131nda kod taban\u0131n\u0131n y\u00f6netilmesi zorla\u015f\u0131r.<\/p>\n<p>Ekipte hi\u00e7 kimsenin tam olarak anlamad\u0131\u011f\u0131 bir kod taban\u0131, uygulama \u00e7al\u0131\u015f\u0131yor olsa bile \u00f6nemli bir s\u00fcrd\u00fcr\u00fclebilirlik riskidir.<\/p>\n<p>Yapay zek\u00e2 taraf\u0131ndan \u00fcretilen kodun sorumlulu\u011fu yapay zek\u00e2ya ait de\u011fildir. O kodu projeye ekleyen, onaylayan ve yay\u0131nlayan ekibe aittir.<\/p>\n<h2>Yapay Zek\u00e2n\u0131n Yazd\u0131\u011f\u0131 Kodu Yapay Zek\u00e2ya Test Ettirmek Yeterli mi?<\/h2>\n<p>Yapay zek\u00e2 yaln\u0131zca kod \u00fcretmek i\u00e7in de\u011fil, test senaryosu ve otomasyon kodu haz\u0131rlamak i\u00e7in de kullan\u0131labilir.<\/p>\n<p>Kullan\u0131c\u0131 hik\u00e2yelerinden test senaryolar\u0131 \u00fcretmek, unit test taslaklar\u0131 haz\u0131rlamak, test verisi olu\u015fturmak ve hata raporlar\u0131n\u0131 \u00f6zetlemek bu ara\u00e7lar\u0131n g\u00fc\u00e7l\u00fc oldu\u011fu alanlard\u0131r.<\/p>\n<p>Ancak yapay zek\u00e2n\u0131n yazd\u0131\u011f\u0131 kodu yaln\u0131zca ba\u015fka bir yapay zek\u00e2 \u00e7\u0131kt\u0131s\u0131yla do\u011frulamak yeterli de\u011fildir.<\/p>\n<p>Kod \u00fcreten model ile test \u00fcreten model:<\/p>\n<ul>\n<li>Ayn\u0131 gereksinim eksikli\u011fini g\u00f6zden ka\u00e7\u0131rabilir.<\/li>\n<li>Ayn\u0131 yanl\u0131\u015f varsay\u0131ma dayanabilir.<\/li>\n<li>Yaln\u0131zca ba\u015far\u0131l\u0131 kullan\u0131c\u0131 ak\u0131\u015f\u0131na odaklanabilir.<\/li>\n<li>Ger\u00e7ek kullan\u0131c\u0131 davran\u0131\u015flar\u0131n\u0131 yeterince temsil etmeyebilir.<\/li>\n<li>Teknik olarak do\u011fru g\u00f6r\u00fcnen ancak i\u015f a\u00e7\u0131s\u0131ndan yanl\u0131\u015f bir sonucu kabul edebilir.<\/li>\n<li>Ayn\u0131 veri ve kal\u0131plardan beslendi\u011fi i\u00e7in benzer k\u00f6r noktalara sahip olabilir.<\/li>\n<\/ul>\n<p>\u00d6rne\u011fin gereksinimde \u00f6deme i\u015fleminin yaln\u0131zca bir kez ger\u00e7ekle\u015ftirilmesi gerekti\u011fi a\u00e7\u0131k\u00e7a belirtilmemi\u015fse yapay zek\u00e2 hem \u00e7ift t\u0131klamaya a\u00e7\u0131k bir buton olu\u015fturabilir hem de yazd\u0131\u011f\u0131 testlerde bu durumu hi\u00e7 kontrol etmeyebilir.<\/p>\n<p>Bu nedenle yapay zek\u00e2, test ekibinin yerine ge\u00e7en bir do\u011fruluk otoritesi olarak de\u011fil, test ekibinin kapasitesini art\u0131ran bir yard\u0131mc\u0131 olarak de\u011ferlendirilmelidir.<\/p>\n<p>Testlerin say\u0131s\u0131 kadar, do\u011fru riskleri kapsay\u0131p kapsamad\u0131\u011f\u0131 da \u00f6nemlidir.<\/p>\n<h2>Kaliteyi Kim Koruyacak?<\/h2>\n<p>Vibe coding sonras\u0131 kaliteyi yaln\u0131zca test uzmanlar\u0131n\u0131n korumas\u0131 beklenmemelidir.<\/p>\n<p>Kalite, geli\u015ftirme s\u00fcrecinin sonunda bir ki\u015finin \u00fcr\u00fcn\u00fc kontrol ederek verdi\u011fi bir onay de\u011fildir. \u00dcr\u00fcn, yaz\u0131l\u0131m, test, g\u00fcvenlik ve operasyon ekiplerinin ortak sorumlulu\u011fudur.<\/p>\n<h3>\u00dcr\u00fcn ekibi<\/h3>\n<p>\u00dcr\u00fcn ekibi, yapay zek\u00e2ya yaln\u0131zca neyin geli\u015ftirilece\u011fini de\u011fil, do\u011fru davran\u0131\u015f\u0131n nas\u0131l g\u00f6r\u00fcnmesi gerekti\u011fini de anlatmal\u0131d\u0131r.<\/p>\n<p>Belirsiz gereksinimler, insan geli\u015ftiriciler i\u00e7in oldu\u011fu kadar yapay zek\u00e2 ara\u00e7lar\u0131 i\u00e7in de risklidir.<\/p>\n<p>A\u00e7\u0131k kabul kriterleri, i\u015f kurallar\u0131, hata durumlar\u0131 ve kullan\u0131c\u0131 beklentileri tan\u0131mlanmadan kaliteli bir sonu\u00e7 beklenemez.<\/p>\n<p>\u201cBir \u00f6deme ekran\u0131 olu\u015ftur\u201d komutu yeterli de\u011fildir.<\/p>\n<p>\u00d6deme ba\u015far\u0131s\u0131z oldu\u011funda ne olaca\u011f\u0131, kullan\u0131c\u0131n\u0131n i\u015flemi tekrar deneyip deneyemeyece\u011fi, ayn\u0131 \u00f6demenin iki kez al\u0131nmas\u0131n\u0131n nas\u0131l \u00f6nlenece\u011fi ve kullan\u0131c\u0131ya hangi mesajlar\u0131n g\u00f6sterilece\u011fi de tan\u0131mlanmal\u0131d\u0131r.<\/p>\n<h3>Yaz\u0131l\u0131m geli\u015ftiriciler<\/h3>\n<p>Geli\u015ftiricinin rol\u00fc kodun tamam\u0131n\u0131 s\u0131f\u0131rdan yazmaktan, \u00fcretilen kodu y\u00f6nlendirmeye, de\u011ferlendirmeye ve do\u011frulamaya do\u011fru de\u011fi\u015febilir.<\/p>\n<p>Ancak teknik sorumlulu\u011fu ortadan kalkmaz.<\/p>\n<p>Bir geli\u015ftirici, projeye ekledi\u011fi yapay zek\u00e2 \u00fcretimi kodun:<\/p>\n<ul>\n<li>Ne yapt\u0131\u011f\u0131n\u0131<\/li>\n<li>Hangi verileri i\u015fledi\u011fini<\/li>\n<li>Hangi ba\u011f\u0131ml\u0131l\u0131klar\u0131 kulland\u0131\u011f\u0131n\u0131<\/li>\n<li>Hangi g\u00fcvenlik risklerini ta\u015f\u0131d\u0131\u011f\u0131n\u0131<\/li>\n<li>Mevcut mimariye nas\u0131l uydu\u011funu<\/li>\n<li>Nas\u0131l test edilece\u011fini<\/li>\n<li>Gerekti\u011finde nas\u0131l geri al\u0131naca\u011f\u0131n\u0131<\/li>\n<\/ul>\n<p>anlayabilmelidir.<\/p>\n<p>Anla\u015f\u0131lmayan kod, \u00fcretim ortam\u0131na ta\u015f\u0131nmamal\u0131d\u0131r.<\/p>\n<p>Kod yapay zek\u00e2 taraf\u0131ndan olu\u015fturulmu\u015f olsa bile pull request\u2019i onaylayan ve merge karar\u0131n\u0131 veren taraf h\u00e2l\u00e2 insand\u0131r.<\/p>\n<h3>Test ve kalite ekipleri<\/h3>\n<p>Vibe coding, test uzmanlar\u0131n\u0131n rol\u00fcn\u00fc ortadan kald\u0131rmaz. Aksine test uzmanlar\u0131n\u0131n analiz ve risk de\u011ferlendirme becerilerini daha de\u011ferli h\u00e2le getirir.<\/p>\n<p>Test ve kalite ekipleri:<\/p>\n<ul>\n<li>Belirsiz gereksinimleri sorgular.<\/li>\n<li>Yapay zek\u00e2n\u0131n yapt\u0131\u011f\u0131 varsay\u0131mlar\u0131 ortaya \u00e7\u0131kar\u0131r.<\/li>\n<li>Pozitif ve negatif senaryolar\u0131 belirler.<\/li>\n<li>S\u0131n\u0131r de\u011ferleri de\u011ferlendirir.<\/li>\n<li>Ger\u00e7ek kullan\u0131c\u0131 davran\u0131\u015flar\u0131n\u0131 sim\u00fcle eder.<\/li>\n<li>Risk bazl\u0131 test stratejisi olu\u015fturur.<\/li>\n<li>Yapay zek\u00e2 taraf\u0131ndan \u00fcretilen testleri do\u011frular.<\/li>\n<li>Exploratory testing ile beklenmeyen problemleri ara\u015ft\u0131r\u0131r.<\/li>\n<li>Kalite risklerini ekip i\u00e7in g\u00f6r\u00fcn\u00fcr h\u00e2le getirir.<\/li>\n<\/ul>\n<p>Bu nedenle test uzman\u0131 yaln\u0131zca hata bulan ki\u015fi de\u011fildir.<\/p>\n<p>Test uzman\u0131 ayn\u0131 zamanda \u00fcr\u00fcn\u00fcn bilinmeyen risklerini ke\u015ffeden, do\u011fru sorular\u0131 soran ve kalite konusunda ekibe y\u00f6n veren ki\u015fidir.<\/p>\n<h3>G\u00fcvenlik ekipleri<\/h3>\n<p>Vibe coding ile geli\u015ftirilen uygulamalarda g\u00fcvenlik kontrolleri sonradan eklenen bir ad\u0131m olmamal\u0131d\u0131r.<\/p>\n<p>Yapay zek\u00e2 taraf\u0131ndan olu\u015fturulan kodlarda \u015fu problemler g\u00f6r\u00fclebilir:<\/p>\n<ul>\n<li>Kod i\u00e7ine yaz\u0131lm\u0131\u015f API anahtarlar\u0131<\/li>\n<li>Kontrol edilmeyen kullan\u0131c\u0131 girdileri<\/li>\n<li>Yetersiz kimlik do\u011frulama kontrolleri<\/li>\n<li>A\u015f\u0131r\u0131 yetkilendirilmi\u015f servis hesaplar\u0131<\/li>\n<li>G\u00fcvensiz veya eski ba\u011f\u0131ml\u0131l\u0131klar<\/li>\n<li>Eksik eri\u015fim kontrolleri<\/li>\n<li>Hassas verilerin loglara yaz\u0131lmas\u0131<\/li>\n<\/ul>\n<p>Statik kod analizi, ba\u011f\u0131ml\u0131l\u0131k taramas\u0131, secret scanning ve g\u00fcvenlik testleri geli\u015ftirme s\u00fcrecinin do\u011fal bir par\u00e7as\u0131 olmal\u0131d\u0131r.<\/p>\n<p>H\u0131zl\u0131 geli\u015ftirilen bir \u00fcr\u00fcn\u00fcn g\u00fcvenlik kontrollerinin de h\u0131zl\u0131ca atlanmas\u0131 kabul edilebilir de\u011fildir.<\/p>\n<h2>Vibe Coding \u0130\u00e7in Be\u015f Katmanl\u0131 Kalite Yakla\u015f\u0131m\u0131<\/h2>\n<p>Vibe coding\u2019i tamamen reddetmek yerine do\u011fru kontrol mekanizmalar\u0131yla kullanmak daha ger\u00e7ek\u00e7i bir yakla\u015f\u0131md\u0131r.<\/p>\n<h3>1. Gereksinimleri netle\u015ftirin<\/h3>\n<p>Kod \u00fcretmeden \u00f6nce kullan\u0131c\u0131 ihtiyac\u0131n\u0131, i\u015f kurallar\u0131n\u0131 ve kabul kriterlerini tan\u0131mlay\u0131n.<\/p>\n<p>Yapay zek\u00e2ya yaln\u0131zca beklenen ba\u015far\u0131l\u0131 sonucu de\u011fil, hata durumlar\u0131n\u0131 ve s\u0131n\u0131r ko\u015fullar\u0131n\u0131 da anlat\u0131n.<\/p>\n<h3>2. \u00dcretilen kodu inceleyin<\/h3>\n<p>Yapay zek\u00e2n\u0131n yapt\u0131\u011f\u0131 de\u011fi\u015fiklikleri do\u011frudan kabul etmeyin.<\/p>\n<p>Kodun mimarisini, veri ak\u0131\u015f\u0131n\u0131, ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131, hata y\u00f6netimini ve g\u00fcvenlik kontrollerini inceleyin.<\/p>\n<p>Anlamad\u0131\u011f\u0131n\u0131z b\u00f6l\u00fcmleri a\u00e7\u0131klat\u0131n, sadele\u015ftirin veya yeniden yaz\u0131n.<\/p>\n<h3>3. Farkl\u0131 test seviyelerini kullan\u0131n<\/h3>\n<p>Yaln\u0131zca aray\u00fcz\u00fcn \u00e7al\u0131\u015fmas\u0131n\u0131 kontrol etmek yeterli de\u011fildir.<\/p>\n<p>Unit, API, entegrasyon, sistem ve kullan\u0131c\u0131 kabul testlerini birlikte de\u011ferlendirin.<\/p>\n<p>Kritik kullan\u0131c\u0131 ak\u0131\u015flar\u0131n\u0131 otomatik testlerle korurken, her testin ger\u00e7ekten anlaml\u0131 bir riski do\u011frulad\u0131\u011f\u0131ndan emin olun.<\/p>\n<h3>4. Exploratory testing uygulay\u0131n<\/h3>\n<p>\u00d6nceden haz\u0131rlanm\u0131\u015f test senaryolar\u0131 genellikle \u00f6ng\u00f6r\u00fclen davran\u0131\u015flar\u0131 kontrol eder.<\/p>\n<p>Ger\u00e7ek kullan\u0131c\u0131lar ise sistemi her zaman planland\u0131\u011f\u0131 gibi kullanmaz.<\/p>\n<p>Eksik veriler, h\u0131zl\u0131 t\u0131klamalar, kesilen ba\u011flant\u0131lar, beklenmeyen i\u015flem s\u0131ralar\u0131, farkl\u0131 cihazlar ve farkl\u0131 kullan\u0131c\u0131 al\u0131\u015fkanl\u0131klar\u0131 exploratory testing s\u0131ras\u0131nda de\u011ferlendirilmelidir.<\/p>\n<h3>5. \u00dcretim ortam\u0131n\u0131 izleyin<\/h3>\n<p>T\u00fcm testlerin ge\u00e7mesi, \u00fcr\u00fcn\u00fcn ger\u00e7ek d\u00fcnyada hatas\u0131z \u00e7al\u0131\u015faca\u011f\u0131n\u0131 garanti etmez.<\/p>\n<p>Hata oranlar\u0131, uygulama loglar\u0131, performans de\u011ferleri, kullan\u0131c\u0131 geri bildirimleri ve kritik kullan\u0131c\u0131 ak\u0131\u015flar\u0131 takip edilmelidir.<\/p>\n<p>Sorun olu\u015ftu\u011funda sistemi g\u00fcvenli \u015fekilde geri alabilecek bir yay\u0131nlama ve geri d\u00f6n\u00fc\u015f stratejisi bulunmal\u0131d\u0131r.<\/p>\n<h2>Test Uzmanlar\u0131n\u0131n Rol\u00fc Azalacak m\u0131?<\/h2>\n<p>Kodun daha h\u0131zl\u0131 \u00fcretilmesi, daha az test yap\u0131lmas\u0131 gerekti\u011fi anlam\u0131na gelmez.<\/p>\n<p>Tam tersine daha k\u0131sa s\u00fcrede daha fazla kod, \u00f6zellik ve de\u011fi\u015fiklik \u00fcretildi\u011finde do\u011frulanmas\u0131 gereken alan b\u00fcy\u00fcr.<\/p>\n<p>Test uzmanlar\u0131n\u0131n rol\u00fc ortadan kalkmak yerine d\u00f6n\u00fc\u015f\u00fcr.<\/p>\n<p>Tekrarlayan kontrollerin bir k\u0131sm\u0131 yapay zek\u00e2 ve otomasyon ara\u00e7lar\u0131yla h\u0131zland\u0131r\u0131labilir. Ancak insan uzmanl\u0131\u011f\u0131 \u015fu alanlarda daha \u00f6nemli h\u00e2le gelir:<\/p>\n<ul>\n<li>Riskleri yorumlamak<\/li>\n<li>Belirsiz gereksinimleri sorgulamak<\/li>\n<li>\u0130\u015f s\u00fcre\u00e7lerini anlamak<\/li>\n<li>Kullan\u0131c\u0131 davran\u0131\u015flar\u0131n\u0131 analiz etmek<\/li>\n<li>Beklenmeyen senaryolar\u0131 ke\u015ffetmek<\/li>\n<li>G\u00fcvenlik ve etik etkileri de\u011ferlendirmek<\/li>\n<li>Yapay zek\u00e2 \u00e7\u0131kt\u0131lar\u0131n\u0131n do\u011frulu\u011funu kontrol etmek<\/li>\n<li>Kalite konusunda ekiplere rehberlik etmek<\/li>\n<\/ul>\n<p>Yapay zek\u00e2 y\u00fczlerce test senaryosu olu\u015fturabilir.<\/p>\n<p>Ancak hangi riskin i\u015fletme i\u00e7in kritik oldu\u011funu, hangi hatan\u0131n kullan\u0131c\u0131 g\u00fcvenini zedeleyece\u011fini veya hangi davran\u0131\u015f\u0131n i\u015f hedefleriyle \u00e7eli\u015fti\u011fini belirlemek h\u00e2l\u00e2 insan muhakemesi gerektirir.<\/p>\n<h2>H\u0131z ve Kalite Birbirinin Rakibi De\u011fildir<\/h2>\n<p>Vibe coding, insanlar\u0131n yaz\u0131l\u0131mla kurdu\u011fu ili\u015fkinin de\u011fi\u015fti\u011fini g\u00f6steriyor.<\/p>\n<p>Geli\u015ftiriciler daha az s\u00f6zdizimi yazarken daha fazla y\u00f6nlendirme, do\u011frulama ve karar verme sorumlulu\u011fu \u00fcstleniyor.<\/p>\n<p>Buradaki temel problem yapay zek\u00e2n\u0131n kod yazmas\u0131 de\u011fildir.<\/p>\n<p>As\u0131l problem, yapay zek\u00e2n\u0131n yazd\u0131\u011f\u0131 kodun anla\u015f\u0131lmadan, sorgulanmadan ve test edilmeden kullan\u0131lmas\u0131d\u0131r.<\/p>\n<p>Do\u011fru uyguland\u0131\u011f\u0131nda vibe coding:<\/p>\n<ul>\n<li>Fikirlerin daha h\u0131zl\u0131 hayata ge\u00e7irilmesini sa\u011flar.<\/li>\n<li>Ekiplerin \u00fcretkenli\u011fini art\u0131r\u0131r.<\/li>\n<li>Prototip s\u00fcre\u00e7lerini h\u0131zland\u0131r\u0131r.<\/li>\n<li>Yaz\u0131l\u0131m geli\u015ftirmeyi daha eri\u015filebilir h\u00e2le getirir.<\/li>\n<\/ul>\n<p>Kontrol mekanizmalar\u0131 olmadan uyguland\u0131\u011f\u0131nda ise teknik bor\u00e7, g\u00fcvenlik a\u00e7\u0131klar\u0131, performans problemleri ve s\u00fcrd\u00fcr\u00fclemez sistemler ortaya \u00e7\u0131karabilir.<\/p>\n<p>Gelece\u011fin ba\u015far\u0131l\u0131 ekipleri, yapay zek\u00e2 ile en fazla kodu \u00fcreten ekipler olmayacakt\u0131r.<\/p>\n<p>Ba\u015far\u0131l\u0131 ekipler; yapay zek\u00e2n\u0131n h\u0131z\u0131n\u0131 insan deneyimi, g\u00fc\u00e7l\u00fc test s\u00fcre\u00e7leri, g\u00fcvenlik kontrolleri ve ortak bir kalite k\u00fclt\u00fcr\u00fcyle birle\u015ftirebilen ekipler olacakt\u0131r.<\/p>\n<p>\u00c7\u00fcnk\u00fc kodu yapay zek\u00e2 yazabilir.<\/p>\n<p>Ancak kaliteyi koruma sorumlulu\u011fu h\u00e2l\u00e2 bize aittir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 kod \u00fcretimini h\u0131zland\u0131r\u0131yor. Ancak bir \u00fcr\u00fcn\u00fcn \u00e7al\u0131\u015fmas\u0131 ile g\u00fcvenilir, g\u00fcvenli ve s\u00fcrd\u00fcr\u00fclebilir olmas\u0131 ayn\u0131 \u015fey de\u011fil. Peki geli\u015ftirme [&hellip;]<\/p>\n","protected":false},"author":486,"featured_media":213425,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"footnotes":""},"categories":[244],"tags":[392,445,446,483,806,807,808,809],"class_list":["post-213415","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tr","tag-yazilim-testi-tr","tag-yapay-zeka","tag-test-otomasyonu","tag-yazilim-kalitesi","tag-vibe-coding","tag-teknik-borc","tag-ai-destekli-yazilim-gelistirme","tag-exploratory-testing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Vibe Coding Sonras\u0131 Kaliteyi Kim Koruyacak? - TesterYou<\/title>\n<meta name=\"description\" content=\"Vibe coding yaz\u0131l\u0131m geli\u015ftirmeyi h\u0131zland\u0131r\u0131rken g\u00fcvenlik, teknik bor\u00e7 ve test risklerini art\u0131rabilir. 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