{"id":10665,"date":"2024-01-13T19:01:01","date_gmt":"2024-01-13T19:01:01","guid":{"rendered":"https:\/\/runibex.com\/?p=10665"},"modified":"2024-01-13T19:01:01","modified_gmt":"2024-01-13T19:01:01","slug":"hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi","status":"publish","type":"post","link":"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/","title":{"rendered":"HIZLI VE G\u00dcVENL\u0130 YAZILIM GEL\u0130\u015eT\u0130RME \u0130\u00c7\u0130N CI\/CD\u2019N\u0130N \u00d6NEM\u0130"},"content":{"rendered":"

Yaz\u0131l\u0131m d\u00fcnyas\u0131nda ba\u015far\u0131, sadece kod yazmakla s\u0131n\u0131rl\u0131 de\u011fildir. Ayn\u0131 zamanda kodun nas\u0131l geli\u015ftirildi\u011fi, test edildi\u011fi ve da\u011f\u0131t\u0131ld\u0131\u011f\u0131 da b\u00fcy\u00fck \u00f6nem ta\u015f\u0131r. Tam da bu noktada devreye CI\/CD (Continuous Integration\/Continuous Deployment) girer. Modern yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinin vazge\u00e7ilmez par\u00e7as\u0131 haline gelen CI\/CD, etkili yaz\u0131l\u0131m teslimat\u0131 i\u00e7in b\u00fcy\u00fck \u00f6nem ta\u015f\u0131r. Yakla\u015f\u0131m, kod de\u011fi\u015fikliklerinin otomatik ve s\u00fcrekli olarak birle\u015ftirilmesi (CI) ile de\u011fi\u015fikliklerin otomatik olarak \u00fcretim ortam\u0131na da\u011f\u0131t\u0131lmas\u0131 (CD) prensiplerine dayan\u0131r. G\u00fcn\u00fcm\u00fczde rekabet\u00e7i teknoloji d\u00fcnyas\u0131nda, CI\/CD’nin \u00f6nemi sadece bir tercih olmaktan \u00e7\u0131k\u0131p, zorunlu bir standart haline gelmi\u015ftir.<\/p>\n

CI\/CD Nedir? CI\/CD Neden \u00d6nemlidir?<\/strong><\/p>\n

S\u00fcrekli Entegrasyon ve S\u00fcrekli Da\u011f\u0131t\u0131m olarak da bilinen CI\/CD, modern yaz\u0131l\u0131m geli\u015ftirme metodolojilerinde, yaz\u0131l\u0131mlar\u0131n otomasyonunu sa\u011flayarak, geli\u015ftirme s\u00fcre\u00e7lerini h\u0131zland\u0131ran ve g\u00fcvenilirli\u011fini art\u0131ran sistemdir. S\u00fcrekli Entegrasyon, geli\u015ftiricilerin kod de\u011fi\u015fikliklerini genellikle g\u00fcnde birka\u00e7 kez olmak \u00fczere merkezi bir depoya d\u00fczenli olarak y\u00fcklemelerini ifade eder. Hatalar\u0131 erken tespit etmeye ve d\u00fczeltmeye, kod kalitesini art\u0131rmaya ve yaz\u0131l\u0131m\u0131n geli\u015ftirme s\u00fcrecini h\u0131zland\u0131rmaya yard\u0131mc\u0131 olan bu yakla\u015f\u0131m esnas\u0131nda tercih edilen en temel anahtar ara\u00e7lar \u015funlard\u0131r:<\/p>\n

    \n
  • Jenkins:A\u00e7\u0131k kaynakl\u0131 bir otomasyon sunucusu olan Jenkins, CI s\u00fcrecinde geni\u015f eklenti k\u00fct\u00fcphanesi ile birlikte karma\u015f\u0131k CI s\u00fcre\u00e7lerini y\u00f6netmek i\u00e7in kullan\u0131lan ara\u00e7lardand\u0131r.<\/li>\n
  • GitLab CI:GitLab’\u0131n entegre CI\/CD \u00f6zelli\u011fidir. GitLab depolar\u0131 ile do\u011frudan entegre olarak, YAML dosyalar\u0131 kullanarak yap\u0131land\u0131r\u0131l\u0131r. Bu da CI s\u00fcrecini GitLab i\u00e7erisinde kolayl\u0131kla y\u00f6netebilir hale getirir.<\/li>\n
  • CircleCI:Modern CI gereksinimlerine hitap eden, \u00f6zellikle konteynerizasyon ve mikro hizmet mimarileriyle iyi entegre olan ara\u00e7 t\u00fcr\u00fcd\u00fcr.<\/li>\n
  • Azure DevOps:\u00a0Microsoft taraf\u0131ndan geli\u015ftirilen platform, CI\/CD, test otomasyonu ve uygulama da\u011f\u0131t\u0131m\u0131 i\u00e7in kapsaml\u0131 \u00e7\u00f6z\u00fcmler sunar. Azure tabanl\u0131 projeler i\u00e7in \u00f6zellikle uygun se\u00e7enektir.<\/li>\n<\/ul>\n

    S\u00fcrekli Da\u011f\u0131t\u0131m, S\u00fcrekli Entegrasyon’un bir devam\u0131 olarak tan\u0131mlan\u0131r. Bu a\u015famada, her kod g\u00fcncellemesi otomatik testlerden ge\u00e7irilip do\u011frudan \u00fcretim ortam\u0131na y\u00fcklenir. CD’nin amac\u0131, yaz\u0131l\u0131m\u0131 daha h\u0131zl\u0131 ve g\u00fcvenilir \u015fekilde m\u00fc\u015fterilere sunmakt\u0131r. S\u00fcrekli Da\u011f\u0131t\u0131m esnas\u0131nda kullan\u0131labilen ara\u00e7lar ise \u015funlard\u0131r:<\/p>\n

      \n
    • Travis CI:GitHub projeleri i\u00e7in pop\u00fcler CI\/CD arac\u0131d\u0131r. Kolay yap\u0131land\u0131rma ve kullan\u0131m\u0131 ile tan\u0131nan Travis CI, \u00f6zellikle a\u00e7\u0131k kaynak projeler i\u00e7in tercih edilir.<\/li>\n
    • Azure DevOps:CI ile birlikte g\u00fc\u00e7l\u00fc CD yetenekleri sunan Azure DevOps, Microsoft ekosistemine entegre, kapsaml\u0131 bir devops \u00e7\u00f6z\u00fcm\u00fc sa\u011flar.<\/li>\n<\/ul>\n

      CI\/CD’nin \u00f6nemi yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde h\u0131z, verimlilik ve g\u00fcvenilirlik sa\u011flamas\u0131ndan kaynaklan\u0131r. Bu s\u00fcre\u00e7ler sayesinde geli\u015ftiriciler kodlar\u0131 daha h\u0131zl\u0131 entegre edebilir, hatalar\u0131 erken tespit edebilir, m\u00fc\u015fterilere daha d\u00fczenli g\u00fcncellemeler sunabilir. Di\u011fer yandan CI\/CD, manuel hatalar\u0131 azaltarak yaz\u0131l\u0131m kalitesini art\u0131r\u0131r, projelerin daha \u00f6ng\u00f6r\u00fclebilir ve y\u00f6netilebilir olmas\u0131n\u0131 sa\u011flar. G\u00fcn\u00fcm\u00fcz\u00fcn h\u0131zl\u0131 tempolu ve s\u00fcrekli de\u011fi\u015fen teknoloji d\u00fcnyas\u0131nda, CI\/CD pratikleri \u00e2deta bir zorunluluk haline gelmi\u015ftir.<\/p>\n

      CI\/CD ile Hatalar\u0131 Erken Tespit ve D\u00fczeltme<\/strong><\/p>\n

      Erken hata tespiti ve d\u00fczeltme yaz\u0131l\u0131m geli\u015ftirme s\u00fcrecinin temel ta\u015flar\u0131ndan biri olan CI\/CD s\u00fcre\u00e7leri kapsam\u0131nda yer alan CI a\u015famas\u0131nda geli\u015ftiricilerin kodlar\u0131 d\u00fczenli olarak depolamas\u0131 sayesinde kodlar\u0131n her birle\u015ftirme i\u015flemi s\u0131ras\u0131nda otomatik olarak test edilmesini sa\u011flar. S\u00f6z konusu testler s\u0131kl\u0131kla birim testleri, entegrasyon testleri ve kod analizi ara\u00e7lar\u0131 i\u00e7erir.\u00a0Bu yakla\u015f\u0131m sayesinde herhangi bir hata veya uyumsuzluk, kodun daha geni\u015f kod taban\u0131na entegre edilmesinden \u00f6nce, yani d\u00fczeltmesi daha az maliyetli bir a\u015famada tespit edilebilir.\u00a0B\u00f6ylesine bir yakla\u015f\u0131m, hatalar\u0131n daha erken a\u015famada bulunmas\u0131 ile d\u00fczeltilmesini sa\u011flar. Ba\u015fka bir deyi\u015fle, hata d\u00fczeltme s\u00fcreci daha az kaynak t\u00fcketerek daha az zaman al\u0131r.<\/p>\n

      CD ise s\u00fcreci bir ad\u0131m \u00f6teye ta\u015f\u0131r. CD’de, CI s\u00fcrecinden ba\u015far\u0131yla ge\u00e7en kod de\u011fi\u015fiklikleri, otomatik olarak test ve onay a\u015famalar\u0131ndan ge\u00e7erek \u00fcretim ortam\u0131na da\u011f\u0131t\u0131l\u0131r. \u0130lgili otomatik da\u011f\u0131t\u0131m, kodun \u00fcretimdeki performans\u0131n\u0131 h\u0131zla g\u00f6zlemlemeyi ve potansiyel sorunlar\u0131 ger\u00e7ek kullan\u0131m senaryolar\u0131nda tespit etmeyi m\u00fcmk\u00fcn k\u0131lar. Ayr\u0131ca s\u00fcrekli da\u011f\u0131t\u0131m\u0131n getirdi\u011fi bu s\u00fcrekli geri bildirim d\u00f6ng\u00fcs\u00fc, ekiplerin h\u0131zl\u0131 \u015fekilde tepki vermesini ve sorunlar\u0131 ko\u015fullar\u0131nda daha h\u0131zl\u0131 \u00e7\u00f6zmesini sa\u011flar. T\u00fcm bu a\u015famalar yaz\u0131l\u0131m\u0131n genel kalitesi ile kullan\u0131c\u0131 deneyimini iyile\u015ftiren bir fakt\u00f6rd\u00fcr. CI\/CD’nin sahip oldu\u011fu iki temel bile\u015fen, yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerini sadece h\u0131zland\u0131rmakla kalmaz, ayn\u0131 zamanda daha hatas\u0131z \u00fcr\u00fcnler \u00fcretmek i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n

      CI\/CD ile Geli\u015ftirici Verimlili\u011fini Art\u0131rma<\/strong><\/p>\n

      Geli\u015ftirici verimlili\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rma yetene\u011fine sahip olan CI\/CD uygulamalar\u0131, kodlama ve da\u011f\u0131t\u0131m a\u015famalar\u0131n\u0131 otomatikle\u015ftirme yetene\u011fine sahiptir. Geli\u015ftiricilerin zaman\u0131n\u0131 manuel test ve da\u011f\u0131t\u0131m i\u015flemlerine harcamak yerine, as\u0131l \u00f6nemli olan kod yazma ile yenilik\u00e7i \u00e7\u00f6z\u00fcmler \u00fcretme \u00fczerine odaklanmalar\u0131n\u0131 sa\u011flar. CI\/CD’nin getirdi\u011fi otomatik test ve entegrasyon s\u00fcre\u00e7leri, hata d\u00fczeltme ile hata \u00f6nleme s\u00fcre\u00e7lerini h\u0131zland\u0131r\u0131rken, s\u00fcrekli da\u011f\u0131t\u0131m ise yaz\u0131l\u0131m\u0131n kullan\u0131c\u0131lara daha h\u0131zl\u0131 \u015fekilde sunulmas\u0131n\u0131 sa\u011flar. Bu da geli\u015ftiricilerin \u00fcr\u00fcn \u00fczerindeki etkilerini h\u0131zla g\u00f6rmelerine ve geri bildirimlere dayal\u0131 isabetli iyile\u015ftirmeler yapmalar\u0131na olanak tan\u0131r. Yani CI\/CD, geli\u015ftirme s\u00fcre\u00e7lerini daha etkili, h\u0131zl\u0131 ve esnek hale getirerek yaz\u0131l\u0131m ekiplerinin \u00fcretkenli\u011fi ile yaz\u0131l\u0131m\u0131n genel kalitesini art\u0131r\u0131r.<\/p>\n

      CI\/CD ile Operasyon Maliyetlerini Azaltma<\/strong><\/p>\n

      Operasyon maliyetlerini \u00f6nemli \u00f6l\u00e7\u00fcde azaltmas\u0131yla pop\u00fcler olan CI\/CD uygulamalar\u0131, s\u00fcre\u00e7leri otomatikle\u015ftirerek zaman ve kaynak tasarrufu sa\u011flar. S\u00fcrekli Entegrasyon a\u015famas\u0131 hata d\u00fczeltme s\u00fcre\u00e7lerinin daha h\u0131zl\u0131 olmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131larken, karma\u015f\u0131k hata d\u00fczeltme i\u015flemlerinin \u00f6n\u00fcne ge\u00e7er. Bu i\u015flemler olduk\u00e7a zaman al\u0131c\u0131 ve maliyetlidir. S\u00fcrekli Da\u011f\u0131t\u0131m ise yaz\u0131l\u0131m\u0131n s\u00fcrekli \u015fekilde \u00fcretim ortam\u0131na da\u011f\u0131t\u0131lmas\u0131n\u0131 sa\u011flar. B\u00f6ylece operasyonel verimlilik art\u0131rarak, da\u011f\u0131t\u0131m s\u00fcre\u00e7lerindeki gecikmeler ile ili\u015fkili maliyetler minimize olur. \u00d6te yandan CI\/CD, daha h\u0131zl\u0131 geri bildirim d\u00f6ng\u00fcleri ile k\u0131sa teslimat s\u00fcre\u00e7leri sayesinde \u00fcr\u00fcn yeniliklerini h\u0131zland\u0131rabilir. B\u00f6ylece piyasa s\u00fcresini k\u0131sal\u0131r ve rekabet avantaj\u0131 sa\u011flanm\u0131\u015f olur. T\u00fcm bu avantajlar uzun vadede yaz\u0131l\u0131m projelerindeki toplam operasyonel maliyetleri \u00f6nemli \u00f6l\u00e7\u00fcde azaltmada etkili rol oynar.<\/p>\n

      CI\/CD’yi Ba\u015far\u0131yla Uygulamak i\u00e7in \u0130pu\u00e7lar\u0131<\/strong><\/p>\n

      CI\/CD’yi ba\u015far\u0131yla uygulamak i\u00e7in birka\u00e7 \u00f6nemli ipucu mevcuttur. Ba\u015flang\u0131\u00e7 olarak, temel altyap\u0131n\u0131z\u0131n g\u00fc\u00e7l\u00fc ve sa\u011flam bir temele oturdu\u011fundan emin olmal\u0131s\u0131n\u0131z. Uygun CI\/CD ara\u00e7lar\u0131n\u0131n se\u00e7ilmesi ve bu ara\u00e7lar\u0131n proje gereksinimlerinize uygun \u015fekilde yap\u0131land\u0131r\u0131lmas\u0131n\u0131 i\u00e7eren bu s\u00fcre\u00e7te, Jenkins, GitLab CI, CircleCI gibi pop\u00fcler ara\u00e7larla \u00e7al\u0131\u015fabilirsiniz. Ancak \u00f6nemli olan konu bu ara\u00e7lar\u0131n \u00f6zelliklerini ve s\u0131n\u0131rlamalar\u0131n\u0131 anlamaktan ge\u00e7er. \u0130kinci olarak, kod kalitesi ile okunabilirli\u011fini korumak i\u00e7in kapsaml\u0131 test s\u00fcre\u00e7leri ve kod inceleme pratiklerini entegre etmeniz gerekir. Birim testlerinden ba\u015flayan bu a\u015fama, entegrasyon ve kabul testlerine kadar geni\u015f yelpazeyi kapsamal\u0131d\u0131r.<\/p>\n

      T\u00fcm bunlara ek olarak otomasyonunuzu k\u00fc\u00e7\u00fck ad\u0131mlarla geli\u015ftirmeniz \u00f6nem ta\u015f\u0131r. Her otomasyon a\u015famas\u0131n\u0131 dikkatlice planlaman\u0131z ve kademeli olarak uygulaman\u0131z \u00f6nemlidir. B\u00f6ylece s\u00fcre\u00e7lerinizi a\u015f\u0131r\u0131 karma\u015f\u0131kla\u015ft\u0131rmadan etkili \u015fekilde entegre edebilirsiniz. D\u00f6rd\u00fcnc\u00fcs\u00fc de s\u00fcrekli geri bildirim ve h\u0131zl\u0131 tekrarlamalar\u0131 te\u015fvik etmenizdir. S\u00fcrekli geli\u015fim ve adaptasyon k\u00fclt\u00fcr\u00fcn\u00fc destekleyen CI\/CD sayesinde ekiplerinizi ilgili de\u011fi\u015fimlere uyum sa\u011flamaya te\u015fvik edebilirsiniz. Ancak CI\/CD bir kez kurulup unutulacak bir sistem olmad\u0131\u011f\u0131 i\u00e7in s\u00fcrekli bak\u0131m ve iyile\u015ftirme yapmay\u0131 da ihmal etmemelisiniz.<\/p>\n

      CI\/CD’nin uygulanmas\u0131 yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerinde devrim yaratan yakla\u015f\u0131mlardan biridir. Metodoloji, esnek geli\u015fim s\u00fcre\u00e7leri, daha d\u00fc\u015f\u00fck operasyonel maliyetler, art\u0131r\u0131lm\u0131\u015f geli\u015ftirici verimlili\u011fi ile modern yaz\u0131l\u0131m geli\u015ftirme prati\u011finin vazge\u00e7ilmez par\u00e7as\u0131 haline gelmi\u015ftir. S\u00fcrekli entegrasyon ve s\u00fcrekli da\u011f\u0131t\u0131m\u0131n birle\u015fimi, yaz\u0131l\u0131m\u0131n daha h\u0131zl\u0131 piyasaya s\u00fcr\u00fclmesini, hatalar\u0131n erken tespit edilmesini ve d\u00fczeltilmesini sa\u011flar. Bu da genel \u00fcr\u00fcn kalitesi ile kullan\u0131c\u0131 memnuniyetini art\u0131r\u0131r. Ayr\u0131ca ekiplerin daha verimli \u00e7al\u0131\u015fmalar\u0131n\u0131 sa\u011flarken, s\u00fcrekli \u00f6\u011frenme ve uyum sa\u011flama k\u00fclt\u00fcr\u00fcn\u00fc de destekler.<\/p>\n<\/div>

      <\/div><\/div><\/div><\/div><\/div>\n<\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":10668,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[73],"tags":[],"yoast_head":"\nHIZLI VE G\u00dcVENL\u0130 YAZILIM GEL\u0130\u015eT\u0130RME \u0130\u00c7\u0130N CI\/CD\u2019N\u0130N \u00d6NEM\u0130 - Runibex Technology<\/title>\n<meta name=\"description\" content=\"G\u00fcn\u00fcm\u00fczde rekabet\u00e7i teknoloji d\u00fcnyas\u0131nda, CI\/CD'nin \u00f6nemi sadece bir tercih olmaktan \u00e7\u0131k\u0131p, zorunlu bir standart haline gelmi\u015ftir.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HIZLI VE G\u00dcVENL\u0130 YAZILIM GEL\u0130\u015eT\u0130RME \u0130\u00c7\u0130N CI\/CD\u2019N\u0130N \u00d6NEM\u0130\" \/>\n<meta property=\"og:description\" content=\"G\u00fcn\u00fcm\u00fczde rekabet\u00e7i teknoloji d\u00fcnyas\u0131nda, CI\/CD'nin \u00f6nemi sadece bir tercih olmaktan \u00e7\u0131k\u0131p, zorunlu bir standart haline gelmi\u015ftir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\" \/>\n<meta property=\"og:site_name\" content=\"Runibex Technology\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/runibextechnologygroup\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-13T19:01:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/legacy.runibex.com\/wp-content\/uploads\/2024\/01\/CI-CD-Nedir.png?fit=1170%2C658&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1170\" \/>\n\t<meta property=\"og:image:height\" content=\"658\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Kaan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@runibex\" \/>\n<meta name=\"twitter:site\" content=\"@runibex\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kaan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\"},\"author\":{\"name\":\"Kaan\",\"@id\":\"https:\/\/legacy.runibex.com\/#\/schema\/person\/b9d256bfffe06a62a0ad4468e8ce3a60\"},\"headline\":\"HIZLI VE G\u00dcVENL\u0130 YAZILIM GEL\u0130\u015eT\u0130RME \u0130\u00c7\u0130N CI\/CD\u2019N\u0130N \u00d6NEM\u0130\",\"datePublished\":\"2024-01-13T19:01:01+00:00\",\"dateModified\":\"2024-01-13T19:01:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\"},\"wordCount\":1878,\"publisher\":{\"@id\":\"https:\/\/legacy.runibex.com\/#organization\"},\"articleSection\":[\"Managed Services\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\",\"url\":\"https:\/\/legacy.runibex.com\/tr\/2024\/01\/13\/hizli-ve-guvenli-yazilim-gelistirme-icin-ci-cdnin-onemi\/\",\"name\":\"HIZLI VE G\u00dcVENL\u0130 YAZILIM GEL\u0130\u015eT\u0130RME \u0130\u00c7\u0130N CI\/CD\u2019N\u0130N \u00d6NEM\u0130 - 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