{"id":33412,"date":"2025-11-02T15:40:49","date_gmt":"2025-11-02T12:40:49","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/?p=33412"},"modified":"2025-11-02T15:40:49","modified_gmt":"2025-11-02T12:40:49","slug":"webinar-serisi-konteynerize-uygulamalar-gelistirmek","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/","title":{"rendered":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek"},"content":{"rendered":"

<\/p>\n

Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek<\/h2>\n

Konteyner teknolojileri, modern yaz\u0131l\u0131m geli\u015ftirme ve da\u011f\u0131t\u0131m s\u00fcre\u00e7lerinin temel ta\u015flar\u0131ndan biri haline gelmi\u015ftir. Geli\u015ftiricilerin ve operasyon ekiplerinin i\u015fbirli\u011fini g\u00fc\u00e7lendiren, uygulama ta\u015f\u0131nabilirli\u011fini art\u0131ran ve da\u011f\u0131t\u0131m s\u00fcre\u00e7lerini h\u0131zland\u0131ran bu yakla\u015f\u0131mlar, g\u00fcn\u00fcm\u00fcz\u00fcn dinamik teknoloji ortam\u0131nda vazge\u00e7ilmez bir rol oynamaktad\u0131r. Bu makale, “Konteynerize Uygulamalar Geli\u015ftirmek” konulu bir webinar serisinin i\u00e7eri\u011fini yans\u0131t\u0131r nitelikte, konteyner teknolojilerinin temellerinden ileri d\u00fczey konular\u0131na kadar geni\u015f bir yelpazeyi ele almaktad\u0131r. Amac\u0131m\u0131z, okuyuculara konteynerlerin ne oldu\u011fu, neden \u00f6nemli olduklar\u0131, nas\u0131l kullan\u0131ld\u0131klar\u0131 ve bu teknolojilerle nas\u0131l verimli uygulamalar geli\u015ftirilece\u011fi konusunda kapsaml\u0131 bir rehber sunmakt\u0131r.<\/p>\n

Konteyner Teknolojilerine Giri\u015f: Neden Konteynerler?<\/h3>\n

Modern yaz\u0131l\u0131m geli\u015ftirme, s\u00fcrekli de\u011fi\u015fen gereksinimler, farkl\u0131 da\u011f\u0131t\u0131m ortamlar\u0131 ve h\u0131zl\u0131 teslimat beklentileriyle karakterizedir. Geleneksel uygulama da\u011f\u0131t\u0131m y\u00f6ntemleri, “benim makinemde \u00e7al\u0131\u015f\u0131yor” sendromu gibi sorunlara yol a\u00e7abilirken, sanal makineler (VM’ler) kaynak t\u00fcketimi ve ba\u015flatma s\u00fcreleri a\u00e7\u0131s\u0131ndan baz\u0131 s\u0131n\u0131rlamalara sahiptir. \u0130\u015fte tam bu noktada konteyner teknolojileri devreye girer.<\/p>\n

Konteynerler, bir uygulamay\u0131 ve onun t\u00fcm ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 (k\u00fct\u00fcphaneler, ayarlar, \u00e7al\u0131\u015fma zaman\u0131 ortam\u0131 vb.) izole edilmi\u015f, hafif ve ta\u015f\u0131nabilir bir pakette bir araya getiren sanalla\u015ft\u0131rma y\u00f6ntemidir. Sanal makineler t\u00fcm bir i\u015fletim sistemini sanalla\u015ft\u0131r\u0131rken, konteynerler yaln\u0131zca uygulama katman\u0131n\u0131 ve ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 izole eder ve ana i\u015fletim sisteminin \u00e7ekirde\u011fini payla\u015f\u0131r. Bu temel fark, konteynerlerin VM’lere g\u00f6re \u00e7ok daha h\u0131zl\u0131 ba\u015flat\u0131lmas\u0131n\u0131 ve daha az kaynak t\u00fcketmesini sa\u011flar.<\/p>\n

Konteynerlerin Temel Avantajlar\u0131<\/h4>\n

Konteynerize uygulamalar\u0131n sundu\u011fu avantajlar, onlar\u0131 g\u00fcn\u00fcm\u00fcz\u00fcn en pop\u00fcler teknolojilerinden biri yapm\u0131\u015ft\u0131r:<\/p>\n

* Ta\u015f\u0131nabilirlik (Portability):<\/strong> Bir konteyner imaj\u0131 bir kez olu\u015fturuldu\u011funda, farkl\u0131 ortamlarda (geli\u015ftirme, test, \u00fcretim) tutarl\u0131 bir \u015fekilde \u00e7al\u0131\u015f\u0131r. Bu, “benim makinemde \u00e7al\u0131\u015f\u0131yor” sorununu ortadan kald\u0131r\u0131r.
\n* \u0130zolasyon (Isolation):<\/strong> Her konteyner, kendi \u00e7al\u0131\u015fma zaman\u0131 ortam\u0131na ve ba\u011f\u0131ml\u0131l\u0131klar\u0131na sahiptir. Bu, farkl\u0131 uygulamalar\u0131n veya ayn\u0131 uygulaman\u0131n farkl\u0131 s\u00fcr\u00fcmlerinin \u00e7ak\u0131\u015fmadan ayn\u0131 sunucu \u00fczerinde \u00e7al\u0131\u015fmas\u0131na olanak tan\u0131r.
\n* Kaynak Verimlili\u011fi (Resource Efficiency):<\/strong> Konteynerler, sanal makinelere k\u0131yasla \u00e7ok daha az sistem kayna\u011f\u0131 (CPU, RAM) t\u00fcketir. Ana i\u015fletim sisteminin \u00e7ekirde\u011fini payla\u015fmalar\u0131 sayesinde, her konteyner i\u00e7in ayr\u0131 bir i\u015fletim sistemi \u00e7al\u0131\u015ft\u0131rma y\u00fck\u00fc ortadan kalkar.
\n* H\u0131zl\u0131 Ba\u015flatma (Fast Startup):<\/strong> Konteynerler saniyeler i\u00e7inde ba\u015flat\u0131labilir, bu da geli\u015ftirme d\u00f6ng\u00fclerini h\u0131zland\u0131r\u0131r ve \u00f6l\u00e7eklendirme operasyonlar\u0131n\u0131 kolayla\u015ft\u0131r\u0131r.
\n* Tutarl\u0131l\u0131k (Consistency):<\/strong> Geli\u015ftirme, test ve \u00fcretim ortamlar\u0131 aras\u0131nda tutarl\u0131l\u0131k sa\u011flar. Bu, yaz\u0131l\u0131m ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda \u00f6ng\u00f6r\u00fclebilirli\u011fi art\u0131r\u0131r.
\n* \u00d6l\u00e7eklenebilirlik (Scalability):<\/strong> Konteynerler, talep artt\u0131\u011f\u0131nda uygulamalar\u0131n kolayca \u00f6l\u00e7eklendirilmesini sa\u011flar. Yeni konteyner \u00f6rnekleri h\u0131zl\u0131ca olu\u015fturulabilir ve da\u011f\u0131t\u0131labilir.<\/p>\n

Docker ile Konteyner D\u00fcnyas\u0131na Ad\u0131m Atmak<\/h3>\n

Konteyner teknolojileri denince akla gelen ilk isim \u015f\u00fcphesiz Docker’d\u0131r. Docker, konteyner olu\u015fturma, da\u011f\u0131tma ve \u00e7al\u0131\u015ft\u0131rma s\u00fcre\u00e7lerini basitle\u015ftiren a\u00e7\u0131k kaynakl\u0131 bir platformdur. Konteyner teknolojilerinin geni\u015f kitlelere ula\u015fmas\u0131nda ve end\u00fcstri standard\u0131 haline gelmesinde b\u00fcy\u00fck rol oynam\u0131\u015ft\u0131r.<\/p>\n

Docker Temelleri<\/h4>\n

Docker ekosistemi birka\u00e7 temel bile\u015fenden olu\u015fur:<\/p>\n

* Dockerfile:<\/strong> Bir uygulaman\u0131n ve ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131n nas\u0131l bir konteyner imaj\u0131na d\u00f6n\u00fc\u015ft\u00fcr\u00fclece\u011fini tan\u0131mlayan metin tabanl\u0131 bir betiktir. Her komut, imajda bir katman olu\u015fturur.
\n* Docker \u0130maj\u0131 (Image):<\/strong> Bir uygulaman\u0131n \u00e7al\u0131\u015fmas\u0131 i\u00e7in gereken t\u00fcm kod, \u00e7al\u0131\u015fma zaman\u0131 ortam\u0131, k\u00fct\u00fcphaneler ve ba\u011f\u0131ml\u0131l\u0131klar\u0131 i\u00e7eren salt okunur bir \u015fablondur. Konteynerler, imajlardan olu\u015fturulur.
\n* Docker Konteyneri (Container):<\/strong> Docker imaj\u0131n\u0131n \u00e7al\u0131\u015ft\u0131r\u0131labilir bir \u00f6rne\u011fidir. \u0130maj, bir s\u0131n\u0131f gibiyken, konteyner o s\u0131n\u0131ftan t\u00fcretilmi\u015f bir nesne gibidir.
\n* Docker Engine:<\/strong> Konteynerleri olu\u015fturan, \u00e7al\u0131\u015ft\u0131ran ve y\u00f6neten arka plan servisidir (daemon).
\n* Docker Registry (Docker Hub):<\/strong> Docker imajlar\u0131n\u0131n depoland\u0131\u011f\u0131 ve payla\u015f\u0131ld\u0131\u011f\u0131 merkezi bir depodur. Docker Hub, genel ve \u00f6zel imajlar i\u00e7in en pop\u00fcler registry’dir.<\/p>\n

Dockerfile ile Konteyner \u0130maj\u0131 Olu\u015fturma<\/h4>\n

Bir uygulamay\u0131 konteynerize etmenin ilk ad\u0131m\u0131, o uygulama i\u00e7in bir Dockerfile yazmakt\u0131r. Dockerfile, bir dizi talimat i\u00e7erir ve her talimat, imajda yeni bir katman olu\u015fturur. Katmanlar, Docker’\u0131n verimli bir \u015fekilde imajlar\u0131 depolamas\u0131n\u0131 ve payla\u015fmas\u0131n\u0131 sa\u011flar.<\/p>\n

\u00d6rnek bir Dockerfile yap\u0131s\u0131:<\/p>\n

# Temel imaj\u0131 belirler\nFROM node:16-alpine\n\n
\u00c7al\u0131\u015fma dizinini ayarlar<\/h2>\nWORKDIR \/app\n\n
Paket ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 kopyalar<\/h2>\nCOPY package*.json .\/\n\n
Ba\u011f\u0131ml\u0131l\u0131klar\u0131 y\u00fckler<\/h2>\nRUN npm install\n\n
Uygulama kodunu kopyalar<\/h2>\nCOPY . .\n\n
Uygulaman\u0131n dinleyece\u011fi portu belirtir<\/h2>\nEXPOSE 3000\n\n
Uygulamay\u0131 ba\u015flatma komutu<\/h2>\nCMD [\"npm\", \"start\"]<\/code><\/pre>\n
Bu Dockerfile, bir Node.js uygulamas\u0131n\u0131 konteynerize etmek i\u00e7in temel ad\u0131mlar\u0131 g\u00f6sterir. FROM<\/code> ile temel i\u015fletim sistemi ve \u00e7al\u0131\u015fma zaman\u0131 ortam\u0131 belirlenir. WORKDIR<\/code> ile konteyner i\u00e7indeki \u00e7al\u0131\u015fma dizini ayarlan\u0131r. COPY<\/code> ile gerekli dosyalar konteynere kopyalan\u0131r. RUN<\/code> ile komutlar \u00e7al\u0131\u015ft\u0131r\u0131l\u0131r (\u00f6rne\u011fin ba\u011f\u0131ml\u0131l\u0131klar\u0131 y\u00fcklemek). EXPOSE<\/code> ile uygulaman\u0131n dinleyece\u011fi port belirtilir. Son olarak, CMD<\/code> ile konteyner ba\u015flat\u0131ld\u0131\u011f\u0131nda \u00e7al\u0131\u015facak varsay\u0131lan komut tan\u0131mlan\u0131r.<\/p>\n
Docker \u0130majlar\u0131n\u0131 Y\u00f6netme ve \u00c7al\u0131\u015ft\u0131rma<\/h4>\n
Dockerfile olu\u015fturulduktan sonra, docker build<\/code> komutu ile imaj olu\u015fturulur:<\/p>\n
docker build -t my-node-app:1.0 .<\/code><\/pre>\n
Bu komut, ge\u00e7erli dizindeki Dockerfile’\u0131 kullanarak my-node-app<\/code> ad\u0131nda ve 1.0<\/code> etiketinde bir imaj olu\u015fturur. \u0130maj olu\u015fturulduktan sonra, docker run<\/code> komutu ile bir konteyner \u00e7al\u0131\u015ft\u0131r\u0131labilir:<\/p>\n
docker run -p 80:3000 my-node-app:1.0<\/code><\/pre>\n
Bu komut, my-node-app:1.0<\/code> imaj\u0131ndan bir konteyner ba\u015flat\u0131r ve konteynerin 3000 portunu ana makinenin 80 portuna e\u015fler. Art\u0131k uygulama, ana makinenin 80 portu \u00fczerinden eri\u015filebilir durumdad\u0131r.<\/p>\n
Konteyner Orkestrasyonu: Kubernetes ile B\u00fcy\u00fck \u00d6l\u00e7ekli Y\u00f6netim<\/h3>\n
Tek bir konteyneri y\u00f6netmek nispeten kolayd\u0131r, ancak y\u00fczlerce hatta binlerce konteynerin oldu\u011fu karma\u015f\u0131k bir ortamda manuel y\u00f6netim imkans\u0131z hale gelir. \u0130\u015fte bu noktada konteyner orkestrasyon ara\u00e7lar\u0131 devreye girer. Konteyner orkestrasyonu, konteynerlerin da\u011f\u0131t\u0131m\u0131n\u0131, \u00f6l\u00e7eklendirilmesini, a\u011f ileti\u015fimini, depolamas\u0131n\u0131 ve ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc otomatikle\u015ftirme s\u00fcrecidir. Bu alandaki lider teknoloji ise \u015f\u00fcphesiz Kubernetes’tir.<\/p>\n
Neden Konteyner Orkestrasyonu?<\/h4>\n
B\u00fcy\u00fck \u00f6l\u00e7ekli konteynerize uygulamalar i\u00e7in orkestrasyonun gereklili\u011fi:<\/p>\n
*   \u00d6l\u00e7eklendirme:<\/strong> Talep artt\u0131\u011f\u0131nda otomatik olarak daha fazla konteyner \u00f6rne\u011fi ba\u015flatma ve talep azald\u0131\u011f\u0131nda bunlar\u0131 kapatma.
\n*   Y\u00fcksek Eri\u015filebilirlik:<\/strong> Bir konteyner veya d\u00fc\u011f\u00fcm (node) \u00e7\u00f6kt\u00fc\u011f\u00fcnde, uygulaman\u0131n kesintisiz \u00e7al\u0131\u015fmaya devam etmesini sa\u011flamak i\u00e7in yeni \u00f6rnekleri otomatik olarak ba\u015flatma.
\n*   Y\u00fck Dengeleme:<\/strong> Gelen trafi\u011fi birden fazla konteyner \u00f6rne\u011fine da\u011f\u0131tarak performans\u0131 ve kararl\u0131l\u0131\u011f\u0131 art\u0131rma.
\n*   Otomatik Da\u011f\u0131t\u0131m ve Geri Alma:<\/strong> Uygulama g\u00fcncellemelerini sorunsuz bir \u015fekilde da\u011f\u0131tma ve sorun durumunda eski s\u00fcr\u00fcme geri d\u00f6nebilme.
\n*   Servis Ke\u015ffi:<\/strong> Konteynerlerin birbirini kolayca bulabilmesini sa\u011flama.
\n*   Depolama Y\u00f6netimi:<\/strong> Kal\u0131c\u0131 depolama birimlerini konteynerlere ba\u011flama ve y\u00f6netme.<\/p>\n
Kubernetes’e Derin Bak\u0131\u015f<\/h4>\n
Google taraf\u0131ndan geli\u015ftirilen ve daha sonra Cloud Native Computing Foundation (CNCF) taraf\u0131ndan y\u00f6netilen Kubernetes, konteynerize i\u015f y\u00fcklerini ve servislerini y\u00f6netmek i\u00e7in a\u00e7\u0131k kaynakl\u0131 bir platformdur. Da\u011f\u0131t\u0131lm\u0131\u015f sistemlerin karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 soyutlayarak geli\u015ftiricilerin ve operasyon ekiplerinin i\u015fini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde kolayla\u015ft\u0131r\u0131r.<\/p>\n
Kubernetes Temel Bile\u015fenleri<\/h5>\n
Kubernetes mimarisi, bir kontrol d\u00fczlemi (Control Plane – Master) ve bir veya daha fazla \u00e7al\u0131\u015fan d\u00fc\u011f\u00fcmden (Worker Nodes) olu\u015fur.<\/p>\n
*   Kontrol D\u00fczlemi (Master Node):<\/strong>
\n    *   kube-apiserver:<\/strong> Kubernetes API’sini sunan ana bile\u015fendir. T\u00fcm y\u00f6netim aray\u00fczleri ve ileti\u015fim bu API \u00fczerinden ger\u00e7ekle\u015fir.
\n    *   etcd:<\/strong> K\u00fcmenin t\u00fcm yap\u0131land\u0131rma verilerini, durumunu ve meta verilerini depolayan da\u011f\u0131t\u0131lm\u0131\u015f bir anahtar-de\u011fer deposudur.
\n    *   kube-scheduler:<\/strong> Yeni olu\u015fturulan pod’lar\u0131 uygun \u00e7al\u0131\u015fan d\u00fc\u011f\u00fcmlere atamaktan sorumludur.
\n    *   kube-controller-manager:<\/strong> \u00c7e\u015fitli kontrol\u00f6rleri \u00e7al\u0131\u015ft\u0131r\u0131r (\u00f6rne\u011fin, d\u00fc\u011f\u00fcm kontrol\u00f6r\u00fc, \u00e7o\u011faltma kontrol\u00f6r\u00fc, u\u00e7 nokta kontrol\u00f6r\u00fc). Bu kontrol\u00f6rler, k\u00fcmenin mevcut durumunu istenen duruma getirmeye \u00e7al\u0131\u015f\u0131r.
\n    *   cloud-controller-manager (iste\u011fe ba\u011fl\u0131):<\/strong> Bulut sa\u011flay\u0131c\u0131s\u0131na \u00f6zg\u00fc kontrol mant\u0131\u011f\u0131n\u0131 \u00e7al\u0131\u015ft\u0131r\u0131r (\u00f6rne\u011fin, y\u00fck dengeleyiciler, kal\u0131c\u0131 birimler).<\/p>\n
*   \u00c7al\u0131\u015fan D\u00fc\u011f\u00fcmler (Worker Nodes):<\/strong>
\n    *   kubelet:<\/strong> Her \u00e7al\u0131\u015fan d\u00fc\u011f\u00fcmde \u00e7al\u0131\u015fan bir arac\u0131d\u0131r. Kontrol d\u00fczleminden gelen pod tan\u0131mlar\u0131n\u0131 al\u0131r ve konteyner \u00e7al\u0131\u015fma zaman\u0131 ortam\u0131 (\u00f6rne\u011fin Docker) arac\u0131l\u0131\u011f\u0131yla pod’lar\u0131 ba\u015flat\u0131r ve y\u00f6netir.
\n    *   kube-proxy:<\/strong> Her d\u00fc\u011f\u00fcmde \u00e7al\u0131\u015fan bir a\u011f proxy’sidir. K\u00fcme i\u00e7indeki a\u011f kurallar\u0131n\u0131 y\u00f6netir ve servis ke\u015ffi ile y\u00fck dengelemeyi sa\u011flar.
\n    *   Konteyner \u00c7al\u0131\u015fma Zaman\u0131 (Container Runtime):<\/strong> Konteynerleri \u00e7al\u0131\u015ft\u0131ran yaz\u0131l\u0131md\u0131r (\u00f6rne\u011fin Docker, containerd, CRI-O).<\/p>\n
Kubernetes Temel Nesneleri<\/h5>\n
Kubernetes, declarative (bildirimsel) bir yakla\u015f\u0131mla \u00e7al\u0131\u015f\u0131r. Kullan\u0131c\u0131lar, YAML dosyalar\u0131 kullanarak k\u00fcmenin istenen durumunu tan\u0131mlar ve Kubernetes bu duruma ula\u015fmak i\u00e7in gerekli i\u015flemleri yapar.<\/p>\n
*   Pod:<\/strong> Kubernetes’teki en k\u00fc\u00e7\u00fck da\u011f\u0131t\u0131labilir birimdir. Bir veya daha fazla konteyneri (genellikle birbirine s\u0131k\u0131ca ba\u011fl\u0131) ve payla\u015f\u0131lan depolama\/a\u011f kaynaklar\u0131n\u0131 i\u00e7erir.
\n*   Deployment:<\/strong> Pod’lar\u0131n ve ReplicaSet’lerin bildirimsel y\u00f6netimini sa\u011flar. Uygulama g\u00fcncellemelerini ve geri almalar\u0131n\u0131 kolayla\u015ft\u0131r\u0131r.
\n*   Service:<\/strong> Bir dizi pod’a eri\u015fim sa\u011flayan soyut bir yap\u0131d\u0131r. Y\u00fck dengeleme ve servis ke\u015ffi sa\u011flar.
\n*   Namespace:<\/strong> Kubernetes k\u00fcmesini mant\u0131ksal olarak b\u00f6l\u00fcmlere ay\u0131rmak i\u00e7in kullan\u0131l\u0131r. Farkl\u0131 ekiplerin veya projelerin kaynaklar\u0131n\u0131 izole etmeye yard\u0131mc\u0131 olur.
\n*   Volume:<\/strong> Konteynerlerde kal\u0131c\u0131 veri depolamak i\u00e7in kullan\u0131l\u0131r. Konteyner ya\u015fam d\u00f6ng\u00fcs\u00fcnden ba\u011f\u0131ms\u0131zd\u0131r.
\n*   Ingress:<\/strong> K\u00fcme d\u0131\u015f\u0131ndan gelen HTTP\/HTTPS trafi\u011fini servislere y\u00f6nlendirmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n
Konteynerize Uygulamalar\u0131n Geli\u015ftirilmesinde \u0130leri Konular ve En \u0130yi Uygulamalar<\/h3>\n
Konteyner teknolojilerini etkin bir \u015fekilde kullanmak, sadece Dockerfile yazmak ve Kubernetes manifestleri olu\u015fturmaktan ibaret de\u011fildir. Verimlilik, g\u00fcvenlik ve s\u00fcrd\u00fcr\u00fclebilirlik sa\u011flamak i\u00e7in bir dizi ileri d\u00fczey konu ve en iyi uygulaman\u0131n g\u00f6z \u00f6n\u00fcnde bulundurulmas\u0131 gerekir.<\/p>\n
Kal\u0131c\u0131 Depolama (Persistent Storage)<\/h4>\n
Konteynerler do\u011fas\u0131 gere\u011fi ge\u00e7icidir (ephemeral). Bir konteyner silindi\u011finde, i\u00e7indeki t\u00fcm veriler de kaybolur. Veritabanlar\u0131, dosya sunucular\u0131 gibi durum bilgisi olan (stateful) uygulamalar i\u00e7in kal\u0131c\u0131 depolama kritik \u00f6neme sahiptir.<\/p>\n
*   Docker Volumes:<\/strong> Docker’da kal\u0131c\u0131 depolama i\u00e7in en yayg\u0131n y\u00f6ntemdir. Konteynerin ya\u015fam d\u00f6ng\u00fcs\u00fcnden ba\u011f\u0131ms\u0131z olarak verileri saklar.
\n*   Kubernetes Persistent Volumes (PV) ve Persistent Volume Claims (PVC):<\/strong> Kubernetes, depolama soyutlamas\u0131 i\u00e7in PV ve PVC kavramlar\u0131n\u0131 kullan\u0131r. PV’ler k\u00fcmedeki fiziksel depolama kaynaklar\u0131n\u0131 temsil ederken, PVC’ler pod’lar\u0131n bu depolama kaynaklar\u0131na y\u00f6nelik taleplerini ifade eder.<\/p>\n
A\u011f \u0130leti\u015fimi (Networking)<\/h4>\n
Konteynerler aras\u0131ndaki ve d\u0131\u015f d\u00fcnya ile konteynerler aras\u0131ndaki a\u011f ileti\u015fimi, konteynerize uygulamalar\u0131n d\u00fczg\u00fcn \u00e7al\u0131\u015fmas\u0131 i\u00e7in hayati \u00f6neme sahiptir.<\/p>\n
*   Docker Network Modes:<\/strong> Bridge, Host, None gibi farkl\u0131 a\u011f modlar\u0131 sunar. Bridge modu en yayg\u0131n olan\u0131d\u0131r ve konteynerler aras\u0131nda izolasyon sa\u011flar.
\n*   Kubernetes Networking:<\/strong> Kubernetes, her pod’a benzersiz bir IP adresi atar ve pod’lar\u0131n birbirleriyle ve d\u0131\u015f d\u00fcnya ile ileti\u015fim kurmas\u0131n\u0131 sa\u011flar. Service ve Ingress kaynaklar\u0131, a\u011f trafi\u011fini y\u00f6netmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n
G\u00fcvenlik (Security)<\/h4>\n
Konteyner g\u00fcvenli\u011fi, \u00e7ok katmanl\u0131 bir yakla\u015f\u0131mla ele al\u0131nmal\u0131d\u0131r.<\/p>\n
*   \u0130maj G\u00fcvenli\u011fi:<\/strong> Yaln\u0131zca g\u00fcvenilir temel imajlar kullan\u0131n. latest<\/code> etiketi yerine belirli s\u00fcr\u00fcmleri kullan\u0131n. \u0130majlar\u0131 taray\u0131c\u0131larla (\u00f6rn. Clair, Trivy) g\u00fcvenlik a\u00e7\u0131klar\u0131 i\u00e7in taray\u0131n.
\n*   Least Privilege (En Az Ayr\u0131cal\u0131k):<\/strong> Konteynerleri root kullan\u0131c\u0131s\u0131 olarak \u00e7al\u0131\u015ft\u0131rmay\u0131n. Uygulaman\u0131n ihtiyac\u0131 olan en az ayr\u0131cal\u0131kla \u00e7al\u0131\u015facak bir kullan\u0131c\u0131 tan\u0131mlay\u0131n.
\n*   A\u011f Politikalar\u0131 (Network Policies):<\/strong> Kubernetes’te, pod’lar aras\u0131ndaki ve d\u0131\u015f d\u00fcnya ile pod’lar aras\u0131ndaki a\u011f ileti\u015fimini k\u0131s\u0131tlamak i\u00e7in a\u011f politikalar\u0131 tan\u0131mlay\u0131n.
\n*   S\u0131rlar Y\u00f6netimi (Secrets Management):<\/strong> Veritaban\u0131 \u015fifreleri, API anahtarlar\u0131 gibi hassas bilgileri do\u011frudan Dockerfile’a veya imaja g\u00f6mmeyin. Docker Secrets veya Kubernetes Secrets gibi ara\u00e7lar\u0131 kullan\u0131n.<\/p>\n
\u0130zleme ve G\u00fcnl\u00fckleme (Monitoring and Logging)<\/h4>\n
Konteynerize uygulamalar\u0131n performans\u0131n\u0131 ve sa\u011fl\u0131\u011f\u0131n\u0131 izlemek, sorunlar\u0131 tespit etmek ve gidermek i\u00e7in merkezi izleme ve g\u00fcnl\u00fckleme \u00e7\u00f6z\u00fcmleri gereklidir.<\/p>\n
*   G\u00fcnl\u00fck Toplama (Log Aggregation):<\/strong> Konteyner g\u00fcnl\u00fcklerini merkezi bir sistemde (\u00f6rn. ELK Stack – Elasticsearch, Logstash, Kibana; Splunk; Grafana Loki) toplay\u0131n ve analiz edin.
\n*   Metrik Toplama (Metrics Collection):<\/strong> Konteynerlerin ve k\u00fcmenin performans metriklerini (CPU, RAM kullan\u0131m\u0131, a\u011f trafi\u011fi vb.) toplay\u0131n (\u00f6rn. Prometheus, cAdvisor).
\n*   G\u00f6rselle\u015ftirme ve Uyar\u0131lar (Visualization and Alerts):<\/strong> Toplanan metrikleri ve g\u00fcnl\u00fckleri g\u00f6rselle\u015ftirmek (\u00f6rn. Grafana) ve belirli e\u015fik de\u011ferleri a\u015f\u0131ld\u0131\u011f\u0131nda uyar\u0131lar almak i\u00e7in ara\u00e7lar kullan\u0131n.<\/p>\n
CI\/CD (S\u00fcrekli Entegrasyon\/S\u00fcrekli Da\u011f\u0131t\u0131m)<\/h4>\n
Konteyner teknolojileri, CI\/CD s\u00fcre\u00e7lerini otomatikle\u015ftirme ve h\u0131zland\u0131rma konusunda b\u00fcy\u00fck avantajlar sunar.<\/p>\n
*   Otomatik \u0130maj Olu\u015fturma:<\/strong> Kod de\u011fi\u015fiklikleri her yap\u0131ld\u0131\u011f\u0131nda, otomatik olarak Docker imajlar\u0131n\u0131 olu\u015fturun ve test edin.
\n*   \u0130maj Depolama:<\/strong> Olu\u015fturulan imajlar\u0131 bir Docker Registry’ye (\u00f6rn. Docker Hub, GitLab Container Registry, Azure Container Registry) itin.
\n*   Otomatik Da\u011f\u0131t\u0131m:<\/strong> Yeni imajlar haz\u0131r oldu\u011funda, Kubernetes gibi bir orkestrasyon arac\u0131na otomatik olarak da\u011f\u0131t\u0131m yap\u0131n.
\n*   GitOps:<\/strong> Altyap\u0131y\u0131 ve uygulama yap\u0131land\u0131rmas\u0131n\u0131 Git depolar\u0131nda kod olarak y\u00f6netme ve otomatik olarak da\u011f\u0131tma yakla\u015f\u0131m\u0131.<\/p>\n
Konteynerize Uygulamalar\u0131n Faydalar\u0131 ve Zorluklar\u0131<\/h3>\n
Konteyner teknolojileri, modern yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerine bir\u00e7ok fayda sa\u011flamakla birlikte, beraberinde baz\u0131 zorluklar\u0131 da getirmektedir.<\/p>\n
Faydalar\u0131 \u00d6zetle<\/h4>\n
*   Geli\u015ftirme H\u0131z\u0131 ve \u00c7eviklik:<\/strong> Geli\u015ftiricilerin daha h\u0131zl\u0131 kod yazmas\u0131n\u0131, test etmesini ve da\u011f\u0131tmas\u0131n\u0131 sa\u011flar.
\n*   Operasyonel Verimlilik:<\/strong> Da\u011f\u0131t\u0131m ve y\u00f6netim s\u00fcre\u00e7lerini otomatize ederek operasyonel y\u00fck\u00fc azalt\u0131r.
\n*   Ortam Tutarl\u0131l\u0131\u011f\u0131:<\/strong> Geli\u015ftirme, test ve \u00fcretim ortamlar\u0131 aras\u0131nda tutarl\u0131l\u0131k sa\u011flayarak “benim makinemde \u00e7al\u0131\u015f\u0131yor” sorununu ortadan kald\u0131r\u0131r.
\n*   \u00d6l\u00e7eklenebilirlik ve Esneklik:<\/strong> Uygulamalar\u0131n talep do\u011frultusunda kolayca \u00f6l\u00e7eklenmesini ve farkl\u0131 altyap\u0131larda \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar.
\n*   Kaynak Optimizasyonu:<\/strong> Sanal makinelere k\u0131yasla daha az kaynak t\u00fcketir.<\/p>\n
Kar\u015f\u0131la\u015f\u0131labilecek Zorluklar<\/h4>\n
*   \u00d6\u011frenme E\u011frisi:<\/strong> Konteyner ve orkestrasyon teknolojileri (\u00f6zellikle Kubernetes) karma\u015f\u0131k olabilir ve \u00f6nemli bir \u00f6\u011frenme e\u011frisi gerektirebilir.
\n*   G\u00fcvenlik Y\u00f6netimi:<\/strong> Konteynerlerin izole yap\u0131s\u0131na ra\u011fmen, imaj g\u00fcvenli\u011fi, a\u011f g\u00fcvenli\u011fi ve s\u0131r y\u00f6netimi gibi konularda dikkatli olunmas\u0131 gerekir.
\n*   Kal\u0131c\u0131 Veri Y\u00f6netimi:<\/strong> Durum bilgisi olan uygulamalar i\u00e7in kal\u0131c\u0131 depolama y\u00f6netimi, ge\u00e7ici konteyner yap\u0131s\u0131yla uyumlu hale getirilmesi gereken karma\u015f\u0131k bir konudur.
\n*   \u0130zleme ve G\u00fcnl\u00fckleme Karma\u015f\u0131kl\u0131\u011f\u0131:<\/strong> Da\u011f\u0131t\u0131k bir sistemde binlerce konteynerin izlenmesi ve g\u00fcnl\u00fcklerinin toplanmas\u0131, \u00f6zel ara\u00e7lar ve stratejiler gerektirir.
\n*   Maliyet Y\u00f6netimi:<\/strong> Bulut tabanl\u0131 Kubernetes servisleri veya kendi kendine y\u00f6netilen k\u00fcmeler, do\u011fru yap\u0131land\u0131r\u0131lmazsa maliyetli olabilir.<\/p>\n
Sonu\u00e7<\/h3>\n
Konteynerize uygulamalar geli\u015ftirmek, modern yaz\u0131l\u0131m m\u00fchendisli\u011finin temel bir becerisi haline gelmi\u015ftir. Docker gibi ara\u00e7larla uygulamalar\u0131 paketlemekten, Kubernetes gibi orkestrasyon sistemleriyle bunlar\u0131 b\u00fcy\u00fck \u00f6l\u00e7ekte y\u00f6netmeye kadar, bu teknoloji y\u0131\u011f\u0131n\u0131 geli\u015ftiricilere ve operasyon ekiplerine benzersiz yetenekler sunmaktad\u0131r. Bu webinar serisi, kat\u0131l\u0131mc\u0131lara konteynerlerin temel kavramlar\u0131n\u0131 anlama, Docker ile kendi uygulamalar\u0131n\u0131 konteynerize etme ve Kubernetes ile bunlar\u0131 \u00f6l\u00e7eklenebilir ve g\u00fcvenli bir \u015fekilde da\u011f\u0131tma konusunda pratik bilgiler sunmay\u0131 ama\u00e7lam\u0131\u015ft\u0131r.<\/p>\n
Konteyner teknolojilerinin s\u00fcrekli evrimi, bu alandaki bilgi ve becerilerin g\u00fcncel tutulmas\u0131n\u0131 zorunlu k\u0131lmaktad\u0131r. Geli\u015ftiricilerin ve sistem y\u00f6neticilerinin, bu ara\u00e7lar\u0131 etkin bir \u015fekilde kullanarak daha h\u0131zl\u0131, daha g\u00fcvenilir ve daha \u00f6l\u00e7eklenebilir uygulamalar sunma yetenekleri, dijital d\u00f6n\u00fc\u015f\u00fcm \u00e7a\u011f\u0131nda rekabet avantaj\u0131 sa\u011flaman\u0131n anahtar\u0131d\u0131r. Konteynerler, yaz\u0131l\u0131m geli\u015ftirme ve da\u011f\u0131t\u0131m\u0131n gelece\u011fini \u015fekillendirmeye devam edecektir.<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek\nKonteyner teknolojileri, modern yaz\u0131l\u0131m geli\u015ftirme ve da\u011f\u0131t\u0131m s\u00fcre\u00e7lerinin temel ta\u015fla","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-33412","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nWebinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek\" \/>\n<meta property=\"og:description\" content=\"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek Konteyner teknolojileri, modern yaz\u0131l\u0131m geli\u015ftirme ve da\u011f\u0131t\u0131m s\u00fcre\u00e7lerinin temel ta\u015fla\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-02T12:40:49+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek\",\"datePublished\":\"2025-11-02T12:40:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\"},\"wordCount\":2723,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\",\"name\":\"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-11-02T12:40:49+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/","og_locale":"tr_TR","og_type":"article","og_title":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek","og_description":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek Konteyner teknolojileri, modern yaz\u0131l\u0131m geli\u015ftirme ve da\u011f\u0131t\u0131m s\u00fcre\u00e7lerinin temel ta\u015fla","og_url":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-11-02T12:40:49+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"14 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek","datePublished":"2025-11-02T12:40:49+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/"},"wordCount":2723,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/","url":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/","name":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek - Kodlar\u0131n Gizemli D\u00fcnyas\u0131","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-11-02T12:40:49+00:00","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/webinar-serisi-konteynerize-uygulamalar-gelistirmek\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Webinar Serisi: Konteynerize Uygulamalar Geli\u015ftirmek"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/33412","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=33412"}],"version-history":[{"count":1,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/33412\/revisions"}],"predecessor-version":[{"id":33413,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/33412\/revisions\/33413"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=33412"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=33412"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=33412"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}