{"id":210774,"date":"2025-02-15T12:35:35","date_gmt":"2025-02-15T09:35:35","guid":{"rendered":"http:\/\/testeryou.local\/?p=210774"},"modified":"2025-05-24T12:38:56","modified_gmt":"2025-05-24T09:38:56","slug":"flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri","status":"publish","type":"post","link":"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/","title":{"rendered":"Flaky Testler: CI\/CD S\u00fcre\u00e7lerinde G\u00fcvenin Korunmas\u0131 ve \u00c7\u00f6z\u00fcm Stratejileri"},"content":{"rendered":"

???? Giri\u015f<\/strong><\/p>\n

Kararl\u0131 bir kod taban\u0131nda hi\u00e7bir \u015fey ba\u015far\u0131s\u0131z olmamal\u0131\u2014ancak baz\u0131 testler ba\u015far\u0131s\u0131z oluyor. Bir anda ge\u00e7iyor, ertesi anda hata veriyor, kodda de\u011fi\u015fiklik bile olmadan. Bu \u00f6ng\u00f6r\u00fclemez ba\u015far\u0131s\u0131zl\u0131klara \u201cflaky test\u201d denir\u2014k\u00fc\u00e7\u00fck bir rahats\u0131zl\u0131k gibi g\u00f6r\u00fcnseler de test s\u00fcitine olan g\u00fcveni zay\u0131flat\u0131r, ekip morali d\u00fc\u015f\u00fcr\u00fcr ve teslim hatt\u0131n\u0131za gizli maliyetler ekler. En tehlikeli yan\u0131, flaky testlerin s\u0131kl\u0131kla tolere edilmesi veya g\u00f6rmezden gelinmesidir; bu durum test otomasyonunun temelini yava\u015f yava\u015f erozyona u\u011frat\u0131r. Bu yaz\u0131da flaky testlerin nedenlerini, CI\/CD hatlar\u0131na olan etkilerini ve uzun vadeli tespit, y\u00f6netim ve azaltma stratejilerini inceleyece\u011fiz.<\/p>\n

\u26a0\ufe0f Flaky Test Nedir?<\/strong><\/p>\n

Flaky test, tutars\u0131z sonu\u00e7lar \u00fcreten\u2014bazen ge\u00e7en, bazen ba\u015far\u0131s\u0131z olan\u2014testlere verilen add\u0131r; alttaki kod de\u011fi\u015fmedi\u011fi halde. Geli\u015ftiriciler genellikle bu hatalar\u0131 ge\u00e7ici bir aksakl\u0131k san\u0131r, testi tekrar \u00e7al\u0131\u015ft\u0131r\u0131r ve devam eder. Fakat zamanla bu yakla\u015f\u0131m, k\u0131r\u0131k bir geri bildirim d\u00f6ng\u00fcs\u00fcne yol a\u00e7ar.<\/p>\n

Yayg\u0131n sonu\u00e7lar \u015funlard\u0131r:<\/strong>
\n\u2022 Otomatik test sonu\u00e7lar\u0131na olan g\u00fcvenin azalmas\u0131
\n\u2022 Geli\u015ftiricilerin ba\u015far\u0131s\u0131z testleri g\u00f6rmezden gelmesi (\u201cmuhtemelen flaky oldu\u201d)
\n\u2022 Daha yava\u015f ve g\u00fcvensiz da\u011f\u0131t\u0131mlar
\n\u2022 Artan manuel do\u011frulama \u00e7abas\u0131<\/p>\n

???? Flaky Testlerin Yayg\u0131n Nedenleri<\/strong><\/p>\n

1. Zamanlama ve E\u015fzamanlama Sorunlar\u0131<\/strong>
\nEn s\u0131k rastlanan nedenlerden biridir. \u00d6rne\u011fin, bir test UI \u00f6\u011fesi tam y\u00fcklenmeden etkile\u015fim kurmaya \u00e7al\u0131\u015fabilir.<\/p>\n

2. \u00c7evresel Ba\u011f\u0131ml\u0131l\u0131klar<\/strong>
\nA\u011f gecikmesi, sunucu y\u00fck\u00fc, bellek s\u0131z\u0131nt\u0131lar\u0131 gibi rastlant\u0131sal fakt\u00f6rler test davran\u0131\u015f\u0131n\u0131 de\u011fi\u015ftirebilir.<\/p>\n

3. Testler Aras\u0131 Payla\u015f\u0131lan Durum<\/strong>
\nBirden fazla test ayn\u0131 veri veya ortam durumuna ba\u011f\u0131ml\u0131ysa birbirlerini etkileyerek \u00f6ng\u00f6r\u00fclemez sonu\u00e7lar do\u011furabilirler.<\/p>\n

4. D\u0131\u015f Hizmetler<\/strong>
\nHarici API\u2019ler veya servisler; a\u011f dalgalanmalar\u0131, oran s\u0131n\u0131rlamalar\u0131 veya hizmet kesintileri nedeniyle ba\u015far\u0131s\u0131z olabilir.<\/p>\n

5. Uygun Olmayan Kurulum\/\u00c7\u00f6z\u00fclme (Setup\/Teardown)<\/strong>
\nHer testten sonra sistem durumu do\u011fru temizlenmezse, sonraki test beklenmeyen bir durumda ba\u015flayabilir.<\/p>\n

???? CI\/CD Hatlar\u0131na Etkisi<\/strong><\/p>\n

CI\/CD ortam\u0131nda flaky testler ger\u00e7ek hasar yarat\u0131r. Hat \u00fczerinde \u201cg\u00fcr\u00fclt\u00fc\u201d olu\u015fturur, s\u00fcr\u00fcmleri geciktirir ve geli\u015ftiricilerle test uzmanlar\u0131n\u0131n bili\u015fsel y\u00fck\u00fcn\u00fc art\u0131r\u0131r. H\u0131zl\u0131 geri bildirim yerine:<\/p>\n

\u2022 Gereksiz yeniden \u00e7al\u0131\u015ft\u0131rmalar ve bo\u015fa gitmi\u015f kaynak kullan\u0131m\u0131
\n\u2022 Geciken yap\u0131lar veya engellenmi\u015f birle\u015ftirmeler
\n\u2022 Artan yanl\u0131\u015f pozitif ve yanl\u0131\u015f negatif sonu\u00e7lar
\n\u2022 Ekiplerin ba\u015far\u0131s\u0131z testleri \u201cnormal\u201d kabul etmesi<\/p>\n

bu da ba\u015far\u0131s\u0131zl\u0131\u011f\u0131n \u201cyeni normal\u201d haline gelmesine yol a\u00e7ar\u2014kimse testlere g\u00fcvenmez olur.<\/p>\n

???? Flaky Testleri Azaltma Stratejileri<\/strong><\/p>\n

1. Flaky Testleri \u0130zle ve Etiketle<\/strong>
\nFlaky testleri tan\u0131mlamak i\u00e7in etiket veya meta veri kullan\u0131n. Zaman i\u00e7indeki trendleri izlemek i\u00e7in g\u00f6sterge panolar\u0131 olu\u015fturun.<\/p>\n

2. S\u00fcreklilik Metrikleri<\/strong>
\nHer testin ge\u00e7me\/batma oran\u0131n\u0131 \u00f6l\u00e7\u00fcn. \u00d6rne\u011fin %95\u2019in alt\u0131ndaki testler inceleme i\u00e7in i\u015faretlenmeli.<\/p>\n

3. Test \u0130zolasyonu<\/strong>
\nHer testin ba\u011f\u0131ms\u0131z \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flay\u0131n; payla\u015f\u0131lan veri, durum veya yan etkilerden ka\u00e7\u0131n\u0131n.<\/p>\n

4. Ak\u0131ll\u0131 Bekleme ve E\u015fzamanlama<\/strong>
\nStatik beklemelerden ka\u00e7\u0131n\u0131n. Dinamik bekleme mekanizmalar\u0131 (\u00f6r. \u00f6\u011fe g\u00f6r\u00fcnene kadar, API yan\u0131t verene kadar) kullan\u0131n.<\/p>\n

5. Dengeli Test Ortamlar\u0131<\/strong>
\nTestler i\u00e7in ayr\u0131lm\u0131\u015f ortamlar veya konteynerler kullan\u0131n. Payla\u015f\u0131lan kaynaklardan ancak uygun izolasyonla yararlan\u0131n.<\/p>\n

6. Temel Neden Analizi<\/strong>
\nFlaky testleri sadece yeniden \u00e7al\u0131\u015ft\u0131rmay\u0131n. Hatan\u0131n k\u00f6k nedenini ara\u015ft\u0131r\u0131n, testi d\u00fczeltin veya kararl\u0131 olana kadar ge\u00e7ici olarak devre d\u0131\u015f\u0131 b\u0131rak\u0131n.<\/p>\n

???? Sonu\u00e7<\/strong><\/p>\n

Flaky testler sadece k\u00fc\u00e7\u00fck bir rahats\u0131zl\u0131k de\u011fil\u2014test k\u00fclt\u00fcr\u00fcn\u00fcz i\u00e7in ger\u00e7ek bir tehdittir. Zamanla teslim s\u00fcrecinizi zay\u0131flat\u0131r, otomasyon yat\u0131r\u0131mlar\u0131n\u0131z\u0131 baltalar ve ekip moralini d\u00fc\u015f\u00fcr\u00fcr. Flaky testlerle m\u00fccadele, disiplin, g\u00f6zlemlenebilirlik ve \u201cotomatik kalite\u201d kavram\u0131na dair derin bir anlay\u0131\u015f gerektirir. G\u00fcvenilmeyen bir test s\u00fciti, otomasyonun en b\u00fcy\u00fck ill\u00fczyonudur.<\/p>\n","protected":false},"excerpt":{"rendered":"

???? Giri\u015f Kararl\u0131 bir kod taban\u0131nda hi\u00e7bir \u015fey ba\u015far\u0131s\u0131z olmamal\u0131\u2014ancak baz\u0131 testler ba\u015far\u0131s\u0131z oluyor. Bir anda ge\u00e7iyor, ertesi anda hata […]<\/p>\n","protected":false},"author":481,"featured_media":210768,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[244],"tags":[316,350,370,391,392,393,403],"class_list":["post-210774","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tr","tag-softwaretest","tag-yazilimtesti","tag-automation","tag-software-testing-tr","tag-yazilim-testi-tr","tag-agile-testing-tr","tag-dijital-donusum"],"acf":[],"yoast_head":"\nFlaky Testler: CI\/CD S\u00fcre\u00e7lerinde G\u00fcvenin Korunmas\u0131 ve \u00c7\u00f6z\u00fcm Stratejileri - TesterYou<\/title>\n<meta name=\"description\" content=\"CI\/CD s\u00fcre\u00e7lerinizde g\u00fcvenilmez testlerin yol a\u00e7t\u0131\u011f\u0131 gecikme ve hatalar\u0131 ke\u015ffedin; test izolasyonu, dinamik e\u015fzamanlama ve metrik takibiyle flaky testleri nas\u0131l azaltaca\u011f\u0131n\u0131z\u0131 \u00f6\u011frenin.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Flaky Testler: CI\/CD S\u00fcre\u00e7lerinde G\u00fcvenin Korunmas\u0131 ve \u00c7\u00f6z\u00fcm Stratejileri - TesterYou\" \/>\n<meta property=\"og:description\" content=\"CI\/CD s\u00fcre\u00e7lerinizde g\u00fcvenilmez testlerin yol a\u00e7t\u0131\u011f\u0131 gecikme ve hatalar\u0131 ke\u015ffedin; test izolasyonu, dinamik e\u015fzamanlama ve metrik takibiyle flaky testleri nas\u0131l azaltaca\u011f\u0131n\u0131z\u0131 \u00f6\u011frenin.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\" \/>\n<meta property=\"og:site_name\" content=\"TesterYou\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/testeryouhq\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-15T09:35:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-24T09:38:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/testeryou.com\/wp-content\/uploads\/2025\/05\/flaky-tests-unreliable-automation-featured-image.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"951\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"dBug\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@testeryouhq\" \/>\n<meta name=\"twitter:site\" content=\"@testeryouhq\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"dBug\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\"},\"author\":{\"name\":\"dBug\",\"@id\":\"https:\/\/testeryou.com\/tr\/#\/schema\/person\/f94cc64e63a4ba15d449b823c244edd7\"},\"headline\":\"Flaky Testler: CI\/CD S\u00fcre\u00e7lerinde G\u00fcvenin Korunmas\u0131 ve \u00c7\u00f6z\u00fcm Stratejileri\",\"datePublished\":\"2025-02-15T09:35:35+00:00\",\"dateModified\":\"2025-05-24T09:38:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\"},\"wordCount\":716,\"publisher\":{\"@id\":\"https:\/\/testeryou.com\/tr\/#organization\"},\"image\":{\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/testeryou.com\/wp-content\/uploads\/2025\/05\/flaky-tests-unreliable-automation-featured-image.png\",\"keywords\":[\"softwaretest\",\"yaz\u0131l\u0131mtesti\",\"automation\",\"Software Testing\",\"Yaz\u0131l\u0131m Testi\",\"Agile Testing\",\"dijital d\u00f6n\u00fc\u015f\u00fcm\"],\"articleSection\":[\"Blog\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\",\"url\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/\",\"name\":\"Flaky Testler: CI\/CD S\u00fcre\u00e7lerinde G\u00fcvenin Korunmas\u0131 ve \u00c7\u00f6z\u00fcm Stratejileri - TesterYou\",\"isPartOf\":{\"@id\":\"https:\/\/testeryou.com\/tr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/testeryou.com\/tr\/flaky-testler-ci-cd-sureclerinde-guvenin-korunmasi-ve-cozum-stratejileri\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/testeryou.com\/wp-content\/uploads\/2025\/05\/flaky-tests-unreliable-automation-featured-image.png\",\"datePublished\":\"2025-02-15T09:35:35+00:00\",\"dateModified\":\"2025-05-24T09:38:56+00:00\",\"description\":\"CI\/CD s\u00fcre\u00e7lerinizde g\u00fcvenilmez testlerin yol a\u00e7t\u0131\u011f\u0131 gecikme ve hatalar\u0131 ke\u015ffedin; 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