{"id":37758,"date":"2026-01-14T17:32:24","date_gmt":"2026-01-14T14:32:24","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/github-actions-2026-monorepo-ci-cd-ve-self-hosted-runnerlar-icin-kapsamli-rehber\/"},"modified":"2026-01-14T17:32:24","modified_gmt":"2026-01-14T14:32:24","slug":"github-actions-2026-monorepo-ci-cd-ve-self-hosted-runnerlar-icin-kapsamli-rehber","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/github-actions-2026-monorepo-ci-cd-ve-self-hosted-runnerlar-icin-kapsamli-rehber\/","title":{"rendered":"GitHub Actions 2026: Monorepo CI\/CD ve Self-Hosted Runner’lar \u0130\u00e7in Kapsaml\u0131 Rehber"},"content":{"rendered":"

GitHub Actions 2026: Monorepo CI\/CD ve Self-Hosted Runner’lar \u0130\u00e7in Kapsaml\u0131 Rehber<\/h2>\n

Yaz\u0131l\u0131m geli\u015ftirme d\u00fcnyas\u0131 h\u0131zla evriliyor ve 2026’ya yakla\u015ft\u0131k\u00e7a, Continuous Integration\/Continuous Delivery (CI\/CD) s\u00fcre\u00e7leri, \u00f6zellikle monorepo mimarileri ve self-hosted runner’lar ba\u011flam\u0131nda daha da kritik bir hale geliyor. GitHub Actions, bu dinamik ortamda geli\u015ftiricilere g\u00fc\u00e7l\u00fc, esnek ve entegre bir otomasyon platformu sunarak DevOps pratiklerini bir \u00fcst seviyeye ta\u015f\u0131yor. Bu makale, GitHub Actions’\u0131n 2026 vizyonunu, monorepo projelerindeki CI\/CD zorluklar\u0131n\u0131 a\u015fma stratejilerini ve self-hosted runner’lar\u0131n sundu\u011fu kontrol, g\u00fcvenlik ve performans avantajlar\u0131n\u0131 detayl\u0131 bir \u015fekilde ele alacakt\u0131r. Amac\u0131m\u0131z, gelece\u011fin yaz\u0131l\u0131m geli\u015ftirme s\u00fcre\u00e7lerine \u015fimdiden haz\u0131rlanman\u0131z i\u00e7in kapsaml\u0131 bir rehber sunmakt\u0131r.<\/p>\n

GitHub Actions ve 2026 Vizyonu<\/h3>\n

GitHub Actions, geli\u015ftiricilerin do\u011frudan GitHub depolar\u0131nda otomasyon i\u015f ak\u0131\u015flar\u0131 olu\u015fturmas\u0131na olanak tan\u0131yan g\u00fc\u00e7l\u00fc bir CI\/CD arac\u0131d\u0131r. Kod taban\u0131n\u0131n de\u011fi\u015fimiyle tetiklenen testlerden da\u011f\u0131t\u0131ma kadar her ad\u0131m\u0131 otomatikle\u015ftirme yetene\u011fi, modern yaz\u0131l\u0131m geli\u015ftirmenin temelini olu\u015fturur.<\/p>\n

GitHub Actions’\u0131n Evrimi ve Gelece\u011fi<\/h4>\n

\u00c7\u0131k\u0131\u015f\u0131ndan bu yana h\u0131zla geli\u015fen GitHub Actions, 2026’ya kadar daha da ak\u0131ll\u0131 ve entegre hale gelmesi bekleniyor. Yapay zeka destekli hata tespiti, otomatik optimizasyon \u00f6nerileri ve do\u011fal dil i\u015fleme ile daha sezgisel workflow tan\u0131mlamalar\u0131 gibi \u00f6zellikler, geli\u015ftirici deneyimini zenginle\u015ftirecektir. Topluluk taraf\u0131ndan geli\u015ftirilen binlerce aksiyon, platformun esnekli\u011fini ve geni\u015fli\u011fini kan\u0131tlam\u0131\u015ft\u0131r ve bu ekosistem b\u00fcy\u00fcmeye devam edecektir.<\/p>\n

Neden GitHub Actions Tercih Edilmeli?<\/h4>\n

GitHub Actions, GitHub ekosistemiyle derin entegrasyonu sayesinde kodunuzla ayn\u0131 yerde CI\/CD s\u00fcre\u00e7lerinizi y\u00f6netmenizi sa\u011flar. Bu, ba\u011flam ge\u00e7i\u015flerini azalt\u0131r, i\u015fbirli\u011fini kolayla\u015ft\u0131r\u0131r ve geli\u015ftirme d\u00f6ng\u00fcs\u00fcn\u00fc h\u0131zland\u0131r\u0131r. Ayr\u0131ca, esnek fiyatland\u0131rma modeli ve geni\u015f topluluk deste\u011fi, k\u00fc\u00e7\u00fck projelerden b\u00fcy\u00fck kurumsal \u00e7\u00f6z\u00fcmlere kadar her \u00f6l\u00e7ekteki ekip i\u00e7in cazip bir se\u00e7enek sunar.<\/p>\n

Monorepo Mimarisi \u0130\u00e7in CI\/CD Zorluklar\u0131 ve \u00c7\u00f6z\u00fcmleri<\/h3>\n

Monorepo, birden fazla projenin tek bir versiyon kontrol deposunda tutuldu\u011fu bir mimaridir. Payla\u015f\u0131lan kod tabanlar\u0131 ve basitle\u015ftirilmi\u015f ba\u011f\u0131ml\u0131l\u0131k y\u00f6netimi gibi avantajlar\u0131 olsa da, CI\/CD s\u00fcre\u00e7leri i\u00e7in kendine \u00f6zg\u00fc zorluklar bar\u0131nd\u0131r\u0131r.<\/p>\n

Monorepo’nun Avantajlar\u0131 ve Dezavantajlar\u0131<\/h4>\n

Monorepo’lar, kod payla\u015f\u0131m\u0131n\u0131, tutarl\u0131l\u0131\u011f\u0131 ve atomik commit’leri te\u015fvik ederken, t\u00fcm projelerin her commit’te yeniden derlenmesi veya test edilmesi gibi performans darbo\u011fazlar\u0131na yol a\u00e7abilir. Bu durum, CI\/CD s\u00fcrelerini uzat\u0131r ve gereksiz kaynak t\u00fcketimine neden olur.<\/p>\n

Ak\u0131ll\u0131 De\u011fi\u015fiklik Alg\u0131lama (Change Detection)<\/h4>\n

Monorepo CI\/CD’sindeki en b\u00fcy\u00fck zorluklardan biri, yaln\u0131zca etkilenen projeleri belirleyip \u00e7al\u0131\u015ft\u0131rmakt\u0131r. GitHub Actions’ta bu, paths<\/code> filtrelemesi veya daha geli\u015fmi\u015f ara\u00e7lar (Nx, Turborepo gibi) ile entegre custom script’ler kullan\u0131larak \u00e7\u00f6z\u00fclebilir.<\/p>\n

on:\n  push:\n    branches:\n      - main\n    paths:\n      - 'services\/frontend\/**' # Sadece frontend servisi de\u011fi\u015fti\u011finde \u00e7al\u0131\u015f\u0131r\n      - 'shared-libs\/**'      # Payla\u015f\u0131lan k\u00fct\u00fcphaneler de\u011fi\u015fti\u011finde frontend'i de etkileyebilir\n  pull_request:\n    branches:\n      - main\n    paths:\n      - 'services\/frontend\/**'\n      - 'shared-libs\/**'\n\njobs:\n  build-frontend:\n    runs-on: ubuntu-latest\n    steps:\n      - uses: actions\/checkout@v3\n      - name: Setup Node.js\n        uses: actions\/setup-node@v3\n        with:\n          node-version: '18'\n      - name: Install dependencies\n        run: npm install # Veya monorepo'ya \u00f6zel workspace install\n        working-directory: services\/frontend\n      - name: Build frontend\n        run: npm run build\n        working-directory: services\/frontend<\/pre>\n
<\/code><\/p>\n
Bu \u00f6rnek, sadece services\/frontend<\/code> veya shared-libs<\/code> dizinlerindeki de\u011fi\u015fikliklerde frontend build i\u015flemini tetikler. Daha karma\u015f\u0131k senaryolar i\u00e7in, git diff<\/code> ve proje ba\u011f\u0131ml\u0131l\u0131k grafi\u011fi analizi yapan ara\u00e7lar (Nx, Lerna) GitHub Actions ile entegre edilebilir.<\/p>\n
Ba\u011f\u0131ml\u0131l\u0131k \u00d6nbellekleme ve Paralelle\u015ftirme<\/h4>\n
CI\/CD s\u00fcrelerini k\u0131saltmak i\u00e7in ba\u011f\u0131ml\u0131l\u0131klar\u0131n (npm mod\u00fclleri, Maven paketleri vb.) \u00f6nbelle\u011fe al\u0131nmas\u0131 kritik \u00f6neme sahiptir. GitHub Actions'\u0131n cache<\/code> aksiyonu, bu s\u00fcreci basitle\u015ftirir. Ayr\u0131ca, ba\u011f\u0131ms\u0131z i\u015fleri paralel \u00e7al\u0131\u015ft\u0131rmak, monorepo'larda genel workflow s\u00fcresini \u00f6nemli \u00f6l\u00e7\u00fcde azalt\u0131r.<\/p>\n
Self-Hosted Runner'lar: Kontrol, G\u00fcvenlik ve Performans<\/h3>\n
GitHub Actions, varsay\u0131lan olarak GitHub taraf\u0131ndan bar\u0131nd\u0131r\u0131lan runner'lar\u0131 sunar. Ancak baz\u0131 durumlarda, self-hosted runner'lar daha iyi bir \u00e7\u00f6z\u00fcm olabilir.<\/p>\n
Neden Self-Hosted Runner Kullanmal\u0131?<\/h4>\n
*   \u00d6zel Ortamlar:<\/strong> Belirli donan\u0131m, yaz\u0131l\u0131m veya i\u015fletim sistemi gereksinimleri olan projeler i\u00e7in idealdir.
\n*   G\u00fcvenlik:<\/strong> Hassas verilere veya i\u00e7 a\u011f kaynaklar\u0131na eri\u015fmesi gereken i\u015f y\u00fckleri i\u00e7in daha s\u0131k\u0131 g\u00fcvenlik kontrolleri sa\u011flar.
\n*   Maliyet Optimizasyonu:<\/strong> Yo\u011fun ve uzun s\u00fcreli i\u015f y\u00fcklerinde, kendi sunucular\u0131n\u0131z\u0131 kullanarak maliyetleri d\u00fc\u015f\u00fcrebilirsiniz.
\n*   Performans:<\/strong> Daha g\u00fc\u00e7l\u00fc CPU, GPU veya daha fazla RAM ile donat\u0131lm\u0131\u015f runner'lar, yo\u011fun i\u015f y\u00fcklerinin daha h\u0131zl\u0131 tamamlanmas\u0131n\u0131 sa\u011flar.<\/p>\n
Kurulum ve Yap\u0131land\u0131rma<\/h4>\n
Self-hosted runner kurulumu basittir. GitHub deponuzun veya organizasyonunuzun ayarlar\u0131ndan runner'\u0131 indirip kurman\u0131z yeterlidir. Runner, GitHub'a ba\u011flanarak i\u015fleri beklemeye ba\u015flar. Linux, Windows ve macOS \u00fczerinde \u00e7al\u0131\u015fabilir.<\/p>\n
G\u00fcvenlik Hususlar\u0131<\/h4>\n
Self-hosted runner'lar \u00fczerinde \u00e7al\u0131\u015ft\u0131r\u0131lan kod, runner'\u0131n bar\u0131nd\u0131r\u0131ld\u0131\u011f\u0131 ortamda tam eri\u015fime sahiptir. Bu nedenle:
\n*   Runner'lar\u0131 g\u00fcvenli bir a\u011fda bar\u0131nd\u0131r\u0131n.
\n*   En az yetki prensibiyle \u00e7al\u0131\u015f\u0131n; runner'a sadece ihtiyac\u0131 olan izinleri verin.
\n*   S\u0131rlar\u0131 GitHub Secrets ile y\u00f6netin ve runner ortam\u0131na g\u00fcvenli bir \u015fekilde aktar\u0131n.
\n*   Runner'lar\u0131 d\u00fczenli olarak g\u00fcncelleyin ve g\u00fcvenlik yamalar\u0131n\u0131 uygulay\u0131n.<\/p>\n\n\n\n\n\n\n\n\n\n
\u00d6zellik<\/th>\nGitHub-Hosted Runner<\/th>\nSelf-Hosted Runner<\/th>\n<\/tr>\n<\/thead>\n
Y\u00f6netim Y\u00fck\u00fc<\/td>\nD\u00fc\u015f\u00fck (GitHub y\u00f6netir)<\/td>\nY\u00fcksek (Siz y\u00f6netirsiniz)<\/td>\n<\/tr>\n
Maliyet<\/td>\nKullan\u0131m ba\u015f\u0131na \u00f6deme<\/td>\nSabit sunucu maliyeti + elektrik vb.<\/td>\n<\/tr>\n
\u00d6zelle\u015ftirme<\/td>\nS\u0131n\u0131rl\u0131 (\u00d6nceden tan\u0131ml\u0131 ortamlar)<\/td>\nTamamen \u00f6zelle\u015ftirilebilir<\/td>\n<\/tr>\n
G\u00fcvenlik<\/td>\nGitHub taraf\u0131ndan sa\u011flanan g\u00fcvenlik<\/td>\nKendi kontrol\u00fcn\u00fczde<\/td>\n<\/tr>\n
Performans<\/td>\nStandart donan\u0131m<\/td>\n\u0130ste\u011fe ba\u011fl\u0131 g\u00fc\u00e7l\u00fc donan\u0131m<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
Geli\u015fmi\u015f Monorepo CI\/CD Stratejileri<\/h3>\n
Monorepo'larda verimli CI\/CD i\u00e7in baz\u0131 geli\u015fmi\u015f stratejiler uygulamak, s\u00fcre\u00e7leri daha h\u0131zl\u0131 ve g\u00fcvenilir hale getirebilir.<\/p>\n
Matris Stratejileri ve Ko\u015fullu \u00c7al\u0131\u015ft\u0131rmalar<\/h4>\n
GitHub Actions'\u0131n matris stratejileri, ayn\u0131 i\u015fi farkl\u0131 parametrelerle (\u00f6rne\u011fin, farkl\u0131 Node.js versiyonlar\u0131, i\u015fletim sistemleri) paralel olarak \u00e7al\u0131\u015ft\u0131rman\u0131za olanak tan\u0131r. Monorepo'larda, bu, farkl\u0131 projelerin farkl\u0131 ba\u011f\u0131ml\u0131l\u0131k setleriyle test edilmesini veya farkl\u0131 da\u011f\u0131t\u0131m ortamlar\u0131na y\u00f6nelik yap\u0131land\u0131rmalar\u0131n kolayca y\u00f6netilmesini sa\u011flar. Ko\u015fullu \u00e7al\u0131\u015ft\u0131rmalar (if<\/code> ifadeleri), belirli bir ko\u015ful kar\u015f\u0131land\u0131\u011f\u0131nda (\u00f6rne\u011fin, sadece belirli bir etiketle push yap\u0131ld\u0131\u011f\u0131nda) ad\u0131mlar\u0131n veya i\u015flerin tetiklenmesini sa\u011flar.<\/p>\n
Mod\u00fcler Workflow'lar ve Yeniden Kullan\u0131m<\/h4>\n
Monorepo'lar genellikle birden fazla projeyi bar\u0131nd\u0131rd\u0131\u011f\u0131ndan, ortak CI\/CD ad\u0131mlar\u0131n\u0131 (\u00f6rne\u011fin, ba\u011f\u0131ml\u0131l\u0131k y\u00fckleme, kod analizi) tekrar tekrar yazmak yerine yeniden kullan\u0131labilir hale getirmek \u00f6nemlidir. GitHub Actions'\u0131n \"reusable workflows\" ve \"composite actions\" \u00f6zellikleri, bu mod\u00fclerli\u011fi sa\u011flar. Ortak bir workflow'u veya aksiyonu merkezi bir depoda tan\u0131mlayarak, t\u00fcm projelerinizde tutarl\u0131l\u0131k ve kolay bak\u0131m elde edebilirsiniz.<\/p>\n
Da\u011f\u0131t\u0131k Derleme ve Test<\/h4>\n
B\u00fcy\u00fck monorepo'larda derleme ve test s\u00fcrelerini daha da k\u0131saltmak i\u00e7in, i\u015f y\u00fck\u00fcn\u00fc birden fazla runner'a da\u011f\u0131tmak gerekebilir. Bu, \u00f6zel script'ler veya Nx gibi ara\u00e7lar\u0131n \"distributed task execution\" yetenekleri kullan\u0131larak ger\u00e7ekle\u015ftirilebilir. \u00d6rne\u011fin, bir monorepo'daki 100 projenin testlerini 10 farkl\u0131 self-hosted runner'a da\u011f\u0131tarak, test s\u00fcresini \u00f6nemli \u00f6l\u00e7\u00fcde azaltabilirsiniz.<\/p>\n
Self-Hosted Runner Y\u00f6netimi ve \u00d6l\u00e7eklendirme<\/h3>\n
Self-hosted runner'lar\u0131n kurulumu kolay olsa da, b\u00fcy\u00fck \u00f6l\u00e7ekli ve dinamik ihtiya\u00e7lar i\u00e7in y\u00f6netim ve \u00f6l\u00e7eklendirme stratejileri gereklidir.<\/p>\n
Otomatik \u00d6l\u00e7eklendirme<\/h4>\n
2026'da self-hosted runner'lar\u0131n otomatik \u00f6l\u00e7eklendirilmesi, maliyet etkinli\u011fi ve performans\u0131 optimize etmek i\u00e7in standart bir uygulama haline gelecektir. Kubernetes \u00fczerinde KEDA (Kubernetes Event-driven Autoscaling) kullanarak veya bulut sa\u011flay\u0131c\u0131lar\u0131n\u0131n (AWS EC2 Auto Scaling Groups, Azure Virtual Machine Scale Sets) otomasyon \u00f6zelliklerini kullanarak runner'lar\u0131 i\u015f y\u00fck\u00fcne g\u00f6re otomatik olarak ba\u015flat\u0131p durdurabilirsiniz. Bu, kaynak israf\u0131n\u0131 \u00f6nler ve yo\u011fun zamanlarda yeterli kapasite sa\u011flar.<\/p>\n
\u0130zleme ve Bak\u0131m<\/h4>\n
Self-hosted runner'lar\u0131n sa\u011fl\u0131\u011f\u0131n\u0131 ve performans\u0131n\u0131 izlemek hayati \u00f6nem ta\u015f\u0131r. Loglama (\u00f6rne\u011fin, ELK Stack veya Prometheus\/Grafana ile), metrik toplama ve uyar\u0131 sistemleri kurarak olas\u0131 sorunlar\u0131 proaktif bir \u015fekilde tespit edebilirsiniz. Runner'lar\u0131n i\u015fletim sistemlerini, ba\u011f\u0131ml\u0131l\u0131klar\u0131n\u0131 ve GitHub Actions runner uygulamas\u0131n\u0131 d\u00fczenli olarak g\u00fcncellemek, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 kapatmak ve performans\u0131 art\u0131rmak i\u00e7in gereklidir.<\/p>\n
Runner Gruplar\u0131 ve Etiketleme<\/h4>\n
Farkl\u0131 \u00f6zelliklere sahip self-hosted runner'lar\u0131n\u0131z varsa (\u00f6rne\u011fin, Windows, Linux, GPU destekli), bunlar\u0131 \"runner gruplar\u0131\" halinde d\u00fczenleyebilir ve etiketlerle i\u015faretleyebilirsiniz. Bu sayede, workflow'lar\u0131n\u0131zda belirli i\u015fleri sadece uygun runner'lar \u00fczerinde \u00e7al\u0131\u015ft\u0131rmak i\u00e7in runs-on<\/code> anahtar kelimesini kullanabilirsiniz.<\/p>\n
jobs:\n  build-gpu-project:\n    runs-on: [self-hosted, linux, gpu] # Sadece Linux ve GPU'ya sahip self-hosted runner'larda \u00e7al\u0131\u015f\u0131r\n    steps:\n      - name: Run GPU-accelerated task\n        run: .\/gpu_task.sh<\/pre>\n
<\/code><\/p>\n
GitHub Actions ve Gelecek Trendleri<\/h3>\n
GitHub Actions, 2026 ve sonras\u0131nda da geli\u015fmeye devam edecek ve yeni teknolojilerle entegre olacakt\u0131r.<\/p>\n
Yapay Zeka Destekli CI\/CD<\/h4>\n
Gelecekte, yapay zeka ve makine \u00f6\u011frenimi, CI\/CD s\u00fcre\u00e7lerini daha ak\u0131ll\u0131 hale getirecek. GitHub Copilot gibi ara\u00e7lar\u0131n CI\/CD'ye entegrasyonuyla, workflow'lar otomatik olarak olu\u015fturulabilir, hatalar proaktif olarak tespit edilebilir ve optimizasyon \u00f6nerileri sunulabilir. Bu, geli\u015ftiricilerin daha az zaman harcayarak daha g\u00fcvenilir sistemler olu\u015fturmas\u0131n\u0131 sa\u011flayacakt\u0131r.<\/p>\n
Serverless Runner'lar<\/h4>\n
Sunucusuz mimarilerin y\u00fckseli\u015fiyle birlikte, self-hosted runner'lar\u0131n da serverless versiyonlar\u0131 ortaya \u00e7\u0131kabilir. Bu, runner'lar\u0131 sadece ihtiya\u00e7 duyuldu\u011funda otomatik olarak \u00f6l\u00e7eklenen ve sadece kullan\u0131m ba\u015f\u0131na \u00f6deme yap\u0131lan, y\u00f6netimi daha kolay bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcrebilir.<\/p>\n
G\u00fcvenlik ve Uyumluluk<\/h4>\n
Siber g\u00fcvenlik tehditleri artt\u0131k\u00e7a, CI\/CD s\u00fcre\u00e7lerinin g\u00fcvenli\u011fi daha da \u00f6nem kazanacakt\u0131r. GitHub Actions, geli\u015fmi\u015f g\u00fcvenlik taramalar\u0131, Supply Chain Security (Tedarik Zinciri G\u00fcvenli\u011fi) \u00f6zellikleri ve s\u0131k\u0131 uyumluluk standartlar\u0131 ile bu alandaki beklentileri kar\u015f\u0131layacakt\u0131r.<\/p>\n
En \u0130yi Uygulamalar ve \u0130pu\u00e7lar\u0131<\/h3>\n
GitHub Actions ve self-hosted runner'lardan en iyi \u015fekilde yararlanmak i\u00e7in baz\u0131 \u00f6nemli ipu\u00e7lar\u0131:<\/p>\n
Workflow Optimizasyonu<\/h4>\n
*   K\u00fc\u00e7\u00fck ve Odakl\u0131 \u0130\u015fler:<\/strong> \u0130\u015fleri daha k\u00fc\u00e7\u00fck, ba\u011f\u0131ms\u0131z ad\u0131mlara ay\u0131r\u0131n.
\n*   Paralelle\u015ftirme:<\/strong> Ba\u011f\u0131ms\u0131z ad\u0131mlar\u0131 ve i\u015fleri m\u00fcmk\u00fcn oldu\u011funca paralel \u00e7al\u0131\u015ft\u0131r\u0131n.
\n*   \u00d6nbellekleme:<\/strong> Ba\u011f\u0131ml\u0131l\u0131klar\u0131 ve derleme \u00e7\u0131kt\u0131lar\u0131n\u0131 \u00f6nbelle\u011fe al\u0131n.
\n*   Ko\u015fullu \u00c7al\u0131\u015ft\u0131rmalar:<\/strong> Gereksiz ad\u0131mlar\u0131 if<\/code> ko\u015fullar\u0131yla atlay\u0131n.<\/p>\n
G\u00fcvenlik Odakl\u0131 Yakla\u015f\u0131m<\/h4>\n
*   S\u0131r Y\u00f6netimi:<\/strong> Hassas bilgileri GitHub Secrets ile g\u00fcvenli bir \u015fekilde saklay\u0131n.
\n*   En Az Yetki Prensibi:<\/strong> Runner'lara ve token'lara sadece ihtiya\u00e7 duyduklar\u0131 minimum izinleri verin.
\n*   Ba\u011f\u0131ml\u0131l\u0131k G\u00fcvenli\u011fi:<\/strong> Workflow'lar\u0131n\u0131zda kullan\u0131lan aksiyonlar\u0131 ve ba\u011f\u0131ml\u0131l\u0131klar\u0131 d\u00fczenli olarak taray\u0131n ve g\u00fcncelleyin.<\/p>\n
Dok\u00fcmantasyon ve S\u00fcrd\u00fcr\u00fclebilirlik<\/h4>\n
*   A\u00e7\u0131klay\u0131c\u0131 Workflow'lar:<\/strong> Workflow dosyalar\u0131n\u0131za yorumlar ekleyerek ne i\u015fe yarad\u0131klar\u0131n\u0131 ve nas\u0131l \u00e7al\u0131\u015ft\u0131klar\u0131n\u0131 a\u00e7\u0131klay\u0131n.
\n*   Mod\u00fcler Yap\u0131:<\/strong> Yeniden kullan\u0131labilir workflow'lar ve composite actions kullanarak kod tekrar\u0131n\u0131 azalt\u0131n.
\n*   Versiyon Kontrol\u00fc:<\/strong> Workflow dosyalar\u0131n\u0131 ve aksiyonlar\u0131 kodunuzla birlikte versiyon kontrol\u00fcnde tutun.<\/p>\n
Sonu\u00e7<\/h3>\n
2026 y\u0131l\u0131na do\u011fru ilerlerken, GitHub Actions, monorepo CI\/CD s\u00fcre\u00e7lerinin ve self-hosted runner'lar\u0131n y\u00f6netilmesinde vazge\u00e7ilmez bir ara\u00e7 olmaya devam edecektir. Ak\u0131ll\u0131 de\u011fi\u015fiklik alg\u0131lama, otomatik \u00f6l\u00e7eklendirme, yapay zeka destekli otomasyon ve geli\u015fmi\u015f g\u00fcvenlik \u00f6zellikleri, yaz\u0131l\u0131m geli\u015ftirme ekiplerinin daha h\u0131zl\u0131, daha g\u00fcvenli ve daha verimli \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flayacakt\u0131r. Bu rehberde ele al\u0131nan stratejiler ve en iyi uygulamalar, gelece\u011fin DevOps zorluklar\u0131na bug\u00fcnden haz\u0131rlanman\u0131z i\u00e7in size yol g\u00f6sterecektir. GitHub Actions'\u0131n sundu\u011fu esneklik ve g\u00fc\u00e7le, karma\u015f\u0131k projelerinizi bile sorunsuz bir \u015fekilde otomatize edebilir ve yenilik\u00e7i \u00e7\u00f6z\u00fcmler sunmaya odaklanabilirsiniz.<\/p>\n
S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h3>\n
Monorepo i\u00e7in GitHub Actions kullanmak mant\u0131kl\u0131 m\u0131?<\/h4>\n
Kesinlikle! GitHub Actions, paths<\/code> filtrelemesi, matris stratejileri ve reusable workflows gibi \u00f6zellikleriyle monorepo'lar\u0131n karma\u015f\u0131k CI\/CD ihtiya\u00e7lar\u0131n\u0131 kar\u015f\u0131lamak i\u00e7in olduk\u00e7a uygundur. Nx veya Turborepo gibi ara\u00e7larla entegrasyon, monorepo'larda verimlili\u011fi daha da art\u0131r\u0131r.<\/p>\n
Self-hosted runner'lar ne zaman tercih edilmeli?<\/h4>\n
\u00d6zel donan\u0131m (GPU gibi), belirli yaz\u0131l\u0131m ortamlar\u0131, i\u00e7 a\u011f kaynaklar\u0131na eri\u015fim gereksinimleri, hassas g\u00fcvenlik politikalar\u0131 veya GitHub-hosted runner'lar\u0131n maliyetinin y\u00fcksek geldi\u011fi yo\u011fun i\u015f y\u00fckleri s\u00f6z konusu oldu\u011funda self-hosted runner'lar tercih edilmelidir.<\/p>\n
2026'da GitHub Actions'ta ne gibi yenilikler bekleyebiliriz?<\/h4>\n
2026'da GitHub Actions'\u0131n yapay zeka destekli hata tespiti, otomatik workflow optimizasyonu, serverless runner se\u00e7enekleri ve daha geli\u015fmi\u015f g\u00fcvenlik ve uyumluluk \u00f6zellikleri sunmas\u0131 beklenmektedir.<\/p>\n
Self-hosted runner g\u00fcvenli\u011fini nas\u0131l sa\u011flar\u0131m?<\/h4>\n
Self-hosted runner g\u00fcvenli\u011fi i\u00e7in runner'lar\u0131 izole edilmi\u015f, g\u00fcvenli bir a\u011fda bar\u0131nd\u0131r\u0131n, en az yetki prensibiyle \u00e7al\u0131\u015f\u0131n, s\u0131rlar\u0131 GitHub Secrets ile y\u00f6netin ve runner'lar\u0131 d\u00fczenli olarak g\u00fcncelleyerek g\u00fcvenlik yamalar\u0131n\u0131 uygulay\u0131n.<\/p>\n","protected":false},"excerpt":{"rendered":"GitHub Actions 2026: Monorepo CI\/CD ve Self-Hosted Runner’lar \u0130\u00e7in Kapsaml\u0131 Rehber\nYaz\u0131l\u0131m geli\u015ftirme d\u00fcnyas\u0131 h\u0131zla evriliyor ve 2026’ya yakla\u015ft\u0131…","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":[1401],"tags":[],"class_list":{"0":"post-37758","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-git","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nGitHub Actions 2026: Monorepo CI\/CD ve Self-Hosted Runner'lar \u0130\u00e7in Kapsaml\u0131 Rehber - 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