{"id":2865,"date":"2025-07-04T14:15:00","date_gmt":"2025-07-04T11:15:00","guid":{"rendered":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/07\/04\/opentelemetry-dagitik-sistemler-uctan-uca-izlenebilirlik-gelismis-teknikler\/"},"modified":"2026-02-16T17:25:21","modified_gmt":"2026-02-16T14:25:21","slug":"opentelemetry-dagitik-sistemler-uctan-uca-izlenebilirlik-gelismis-teknikler","status":"publish","type":"post","link":"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/07\/04\/opentelemetry-dagitik-sistemler-uctan-uca-izlenebilirlik-gelismis-teknikler\/","title":{"rendered":"OpenTelemetry ile Da\u011f\u0131t\u0131k Sistemlerde U\u00e7tan Uca \u0130zlenebilirlik: Geli\u015fmi\u015f Teknikler ve En \u0130yi Uygulamalar"},"content":{"rendered":"<p class=\"bircloud-reading-time\">\ud83d\udcd6 <strong>6 dakika<\/strong> okuma s\u00fcresi<\/p>\n<div class=\"bircloud-toc\">\n<h2>\ud83d\udccb \u0130\u00e7indekiler<\/h2>\n<ul>\n<li><a href=\"#section-1\">Giri\u015f<\/a><\/li>\n<li><a href=\"#section-2\">OpenTelemetry Nedir?<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-3\">Temel Kavramlar<\/a><\/li>\n<li><a href=\"#section-4\">OpenTelemetry&#8217;nin Avantajlar\u0131<\/a><\/li>\n<li><a href=\"#section-5\">Kullan\u0131m Senaryolar\u0131<\/a><\/li>\n<li><a href=\"#section-6\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-7\">1. OpenTelemetry SDK&#8217;s\u0131n\u0131 Kurun<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-8\">2. Uygulaman\u0131z\u0131 Enstr\u00fcman Edin<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-9\">3. OpenTelemetry Collector&#8217;\u0131 Kurun ve Yap\u0131land\u0131r\u0131n<\/a><\/li>\n<li class=\"toc-sub\"><a href=\"#section-10\">4. Uygulaman\u0131z\u0131 \u00c7al\u0131\u015ft\u0131r\u0131n ve Verileri \u0130zleyin<\/a><\/li>\n<li><a href=\"#section-11\">BirCloud Perspektifi<\/a><\/li>\n<li><a href=\"#section-12\">Sonu\u00e7<\/a><\/li>\n<\/ul>\n<\/div>\n<h2 id=\"section-1\">Giri\u015f<\/h2>\n<p>Da\u011f\u0131t\u0131k sistemler, modern yaz\u0131l\u0131m mimarilerinin temelini olu\u015fturur. Mikroservisler, bulut tabanl\u0131 uygulamalar ve karma\u015f\u0131k altyap\u0131lar, sistemlerin izlenmesini ve sorun gidermesini zorla\u015ft\u0131r\u0131r. \u0130\u015fte tam bu noktada OpenTelemetry devreye giriyor. OpenTelemetry, da\u011f\u0131t\u0131k sistemlerde g\u00f6zlemlenebilirli\u011fi (observability) standartla\u015ft\u0131rmak i\u00e7in tasarlanm\u0131\u015f a\u00e7\u0131k kaynakl\u0131 bir projedir. Bu yaz\u0131da, OpenTelemetry&#8217;nin ne oldu\u011funu, avantajlar\u0131n\u0131, kullan\u0131m senaryolar\u0131n\u0131 ve nas\u0131l kurulup kullan\u0131laca\u011f\u0131n\u0131 ayr\u0131nt\u0131l\u0131 olarak inceleyece\u011fiz. Ayr\u0131ca, BirCloud olarak bu alandaki uzmanl\u0131\u011f\u0131m\u0131z\u0131 ve OpenTelemetry&#8217;yi nas\u0131l kulland\u0131\u011f\u0131m\u0131z\u0131 da payla\u015faca\u011f\u0131z.<\/p>\n<h2 id=\"section-2\">OpenTelemetry Nedir?<\/h2>\n<p>OpenTelemetry, Cloud Native Computing Foundation (CNCF) taraf\u0131ndan desteklenen, g\u00f6zlemlenebilirlik verilerini (metrikler, izler ve loglar) toplamak, i\u015flemek ve d\u0131\u015fa aktarmak i\u00e7in kullan\u0131lan bir dizi API, SDK ve ara\u00e7tan olu\u015fan bir koleksiyondur. OpenTelemetry, vendor-agnostic (sat\u0131c\u0131dan ba\u011f\u0131ms\u0131z) bir \u00e7\u00f6z\u00fcm sunarak, farkl\u0131 izleme ve analiz ara\u00e7lar\u0131yla entegrasyonu kolayla\u015ft\u0131r\u0131r. Temel amac\u0131, uygulamalar\u0131n\u0131z\u0131n performans\u0131n\u0131 ve davran\u0131\u015f\u0131n\u0131 anlamak i\u00e7in gereken verileri standart bir \u015fekilde toplamakt\u0131r.<\/p>\n<h3 id=\"section-3\">Temel Kavramlar<\/h3>\n<ul>\n<li><b>Traces (\u0130zler):<\/b> Bir iste\u011fin da\u011f\u0131t\u0131k sistemdeki yolculu\u011funu g\u00f6sterir. Her bir istek, bir dizi span&#8217;den olu\u015fur ve bu span&#8217;ler, iste\u011fin farkl\u0131 servislerdeki i\u015flemlerini temsil eder.<\/li>\n<li><b>Metrics (Metrikler):<\/b> Sistemlerin ve uygulamalar\u0131n performans\u0131n\u0131 \u00f6l\u00e7mek i\u00e7in kullan\u0131lan say\u0131sal verilerdir. CPU kullan\u0131m\u0131, bellek t\u00fcketimi, istek say\u0131s\u0131 gibi metrikler, sistem sa\u011fl\u0131\u011f\u0131n\u0131 izlemek i\u00e7in \u00f6nemlidir.<\/li>\n<li><b>Logs (Loglar):<\/b> Uygulamalar\u0131n ve sistemlerin \u00e7al\u0131\u015fma zaman\u0131nda \u00fcretti\u011fi olay kay\u0131tlar\u0131d\u0131r. Loglar, hatalar\u0131 ve uyar\u0131lar\u0131 tespit etmek, sorunlar\u0131 gidermek ve sistem davran\u0131\u015f\u0131n\u0131 anlamak i\u00e7in kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<h2 id=\"section-4\">OpenTelemetry&#8217;nin Avantajlar\u0131<\/h2>\n<p>OpenTelemetry, da\u011f\u0131t\u0131k sistemlerde g\u00f6zlemlenebilirli\u011fi art\u0131rmak i\u00e7in bir\u00e7ok avantaj sunar:<\/p>\n<ul>\n<li><b>Standartla\u015ft\u0131rma:<\/b> OpenTelemetry, g\u00f6zlemlenebilirlik verilerini toplamak ve i\u015flemek i\u00e7in standart bir yakla\u015f\u0131m sunar. Bu, farkl\u0131 ara\u00e7lar ve platformlar aras\u0131nda uyumlulu\u011fu art\u0131r\u0131r ve vendor lock-in&#8217;i \u00f6nler.<\/li>\n<li><b>Vendor-Agnostic:<\/b> OpenTelemetry, belirli bir izleme veya analiz arac\u0131na ba\u011f\u0131ml\u0131 de\u011fildir. Bu, farkl\u0131 ara\u00e7lar\u0131 deneme ve ihtiya\u00e7lar\u0131n\u0131za en uygun olan\u0131 se\u00e7me \u00f6zg\u00fcrl\u00fc\u011f\u00fc sa\u011flar. <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/11\/13\/prometheus-proaktif-izleme-anomali-tespiti\/\">Prometheus ile Proaktif \u0130zleme ve Anomali Tespiti<\/a> yaz\u0131m\u0131zda bahsetti\u011fimiz gibi, OpenTelemetry verileri Prometheus gibi ara\u00e7lara kolayca aktar\u0131labilir.<\/li>\n<li><b>Esneklik ve \u00d6l\u00e7eklenebilirlik:<\/b> OpenTelemetry, farkl\u0131 ortamlarda (bulut, on-premise, hibrit) \u00e7al\u0131\u015fabilir ve b\u00fcy\u00fck \u00f6l\u00e7ekli uygulamalar\u0131 destekleyebilir.<\/li>\n<li><b>Kolay Entegrasyon:<\/b> OpenTelemetry, bir\u00e7ok pop\u00fcler programlama dili ve framework i\u00e7in SDK&#8217;lar sunar. Bu, mevcut uygulamalara entegrasyonu kolayla\u015ft\u0131r\u0131r.<\/li>\n<li><b>Topluluk Deste\u011fi:<\/b> OpenTelemetry, aktif bir toplulu\u011fa sahiptir ve s\u00fcrekli olarak geli\u015ftirilmektedir. Bu, sorunlara \u00e7\u00f6z\u00fcm bulmay\u0131 ve yeni \u00f6zelliklerden yararlanmay\u0131 kolayla\u015ft\u0131r\u0131r.<\/li>\n<\/ul>\n<h2 id=\"section-5\">Kullan\u0131m Senaryolar\u0131<\/h2>\n<p>OpenTelemetry, \u00e7e\u015fitli kullan\u0131m senaryolar\u0131nda g\u00f6zlemlenebilirli\u011fi art\u0131rmak i\u00e7in kullan\u0131labilir:<\/p>\n<ul>\n<li><b>Performans \u0130zleme:<\/b> Uygulamalar\u0131n ve sistemlerin performans\u0131n\u0131 ger\u00e7ek zamanl\u0131 olarak izlemek ve darbo\u011fazlar\u0131 tespit etmek.<\/li>\n<li><b>Hata Ay\u0131klama:<\/b> Hatalar\u0131 ve uyar\u0131lar\u0131 tespit etmek, nedenlerini anlamak ve \u00e7\u00f6zmek i\u00e7in loglar\u0131 ve izleri analiz etmek.<\/li>\n<li><b>Kapasite Planlama:<\/b> Sistemlerin kaynak kullan\u0131m\u0131n\u0131 izlemek ve gelecekteki kapasite ihtiya\u00e7lar\u0131n\u0131 tahmin etmek.<\/li>\n<li><b>G\u00fcvenlik \u0130zleme:<\/b> G\u00fcvenlik olaylar\u0131n\u0131 tespit etmek ve yan\u0131t vermek i\u00e7in loglar\u0131 ve izleri analiz etmek. <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2026\/02\/03\/modern-savunmanin-temeli-isletmenizi-birsiem-ile-nasil-guclendirirsiniz\/\">Modern Savunman\u0131n Temeli: \u0130\u015fletmenizi BirSIEM ile Nas\u0131l G\u00fc\u00e7lendirirsiniz?<\/a> ba\u015fl\u0131kl\u0131 yaz\u0131m\u0131zda da de\u011findi\u011fimiz gibi, OpenTelemetry verileri SIEM sistemlerine entegre edilerek g\u00fcvenlik izleme yetenekleri art\u0131r\u0131labilir.<\/li>\n<li><b>\u0130\u015f Zekas\u0131:<\/b> Uygulamalar\u0131n kullan\u0131m\u0131n\u0131 ve davran\u0131\u015f\u0131n\u0131 anlamak i\u00e7in verileri analiz etmek ve i\u015f kararlar\u0131n\u0131 desteklemek.<\/li>\n<\/ul>\n<h2 id=\"section-6\">Kurulum ve Ba\u015flang\u0131\u00e7 Rehberi<\/h2>\n<p>OpenTelemetry&#8217;yi kurmak ve kullanmaya ba\u015flamak i\u00e7in a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 izleyebilirsiniz:<\/p>\n<h3 id=\"section-7\">1. OpenTelemetry SDK&#8217;s\u0131n\u0131 Kurun<\/h3>\n<p>Uygulaman\u0131z\u0131n kulland\u0131\u011f\u0131 programlama diline uygun OpenTelemetry SDK&#8217;s\u0131n\u0131 kurun. \u00d6rne\u011fin, Python i\u00e7in a\u015fa\u011f\u0131daki komutu kullanabilirsiniz:<\/p>\n<pre><code class=\"language-bash\">pip install opentelemetry-sdk\npip install opentelemetry-exporter-otlp-proto-grpc\npip install opentelemetry-instrumentation\n<\/code><\/pre>\n<h3 id=\"section-8\">2. Uygulaman\u0131z\u0131 Enstr\u00fcman Edin<\/h3>\n<p>Uygulaman\u0131z\u0131n kodunu, OpenTelemetry API&#8217;lerini kullanarak enstr\u00fcman edin. Bu, izleri, metrikleri ve loglar\u0131 toplamak i\u00e7in gereklidir.<\/p>\n<pre><code class=\"language-python\">from opentelemetry import trace\nfrom opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter\nfrom opentelemetry.sdk.resource import Resource\nfrom opentelemetry.sdk.trace import TracerProvider\nfrom opentelemetry.sdk.trace.export import BatchSpanProcessor\n\nresource = Resource.create(attributes={\n    \"service.name\": \"my-app\"\n})\n\ntracer_provider = TracerProvider(resource=resource)\notlp_exporter = OTLPSpanExporter(endpoint=\"http:\/\/localhost:4317\", insecure=True)\nbatch_span_processor = BatchSpanProcessor(otlp_exporter)\ntracer_provider.add_span_processor(batch_span_processor)\n\ntrace.set_tracer_provider(tracer_provider)\n\ntracer = trace.get_tracer(__name__)\n\nwith tracer.start_as_current_span(\"my-span\"):\n    # Uygulama kodunuz burada\n    print(\"Hello, OpenTelemetry!\")\n<\/code><\/pre>\n<h3 id=\"section-9\">3. OpenTelemetry Collector&#8217;\u0131 Kurun ve Yap\u0131land\u0131r\u0131n<\/h3>\n<p>OpenTelemetry Collector, verileri toplamak, i\u015flemek ve d\u0131\u015fa aktarmak i\u00e7in kullan\u0131lan bir arac\u0131d\u0131r. Collector&#8217;\u0131 kurun ve hedef izleme veya analiz arac\u0131n\u0131za (\u00f6rne\u011fin, Jaeger, Prometheus, Grafana) uygun \u015fekilde yap\u0131land\u0131r\u0131n.<\/p>\n<pre><code class=\"language-yaml\">receivers:\n  otlp:\n    protocols:\n      grpc:\n      http:\n\nprocessors:\n  batch:\n\nexporters:\n  logging:\n    loglevel: debug\n  jaeger:\n    endpoint: \"http:\/\/localhost:14250\"\n    tls:\n      insecure: true\n\nservice:\n  pipelines:\n    traces:\n      receivers: [otlp]\n      processors: [batch]\n      exporters: [logging, jaeger]\n    metrics:\n      receivers: [otlp]\n      processors: [batch]\n      exporters: [logging]\n<\/code><\/pre>\n<h3 id=\"section-10\">4. Uygulaman\u0131z\u0131 \u00c7al\u0131\u015ft\u0131r\u0131n ve Verileri \u0130zleyin<\/h3>\n<p>Uygulaman\u0131z\u0131 \u00e7al\u0131\u015ft\u0131r\u0131n ve OpenTelemetry Collector taraf\u0131ndan toplanan verileri izleme veya analiz arac\u0131n\u0131zda g\u00f6r\u00fcnt\u00fcleyin.<\/p>\n<h2 id=\"section-11\">BirCloud Perspektifi<\/h2>\n<p>BirCloud olarak, m\u00fc\u015fterilerimizin da\u011f\u0131t\u0131k sistemlerini etkili bir \u015fekilde izlemelerine ve y\u00f6netmelerine yard\u0131mc\u0131 olmak i\u00e7in OpenTelemetry&#8217;yi kullan\u0131yoruz. OpenTelemetry&#8217;nin sundu\u011fu standartla\u015ft\u0131rma ve vendor-agnostic yakla\u015f\u0131m, m\u00fc\u015fterilerimizin farkl\u0131 izleme ara\u00e7lar\u0131n\u0131 entegre etmelerini ve en uygun \u00e7\u00f6z\u00fcm\u00fc se\u00e7melerini sa\u011fl\u0131yor. Ayr\u0131ca, <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/09\/09\/kubernetes-kume-performansi-izleme-prometheus-grafana\/\">Kubernetes K\u00fcme Performans\u0131n\u0131 \u0130zleme: Prometheus ve Grafana ile Derinlemesine Analiz<\/a> yaz\u0131m\u0131zda bahsetti\u011fimiz gibi, OpenTelemetry verilerini Prometheus ve Grafana ile entegre ederek m\u00fc\u015fterilerimize kapsaml\u0131 bir izleme \u00e7\u00f6z\u00fcm\u00fc sunuyoruz.<\/p>\n<p>OpenTelemetry&#8217;nin bulut yerel (cloud native) uygulamalar i\u00e7in sundu\u011fu g\u00f6zlemlenebilirlik yetenekleri, BirCloud&#8217;un uzmanl\u0131k alan\u0131yla m\u00fckemmel bir uyum i\u00e7indedir. \u00d6zellikle <a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/10\/30\/cloud-native-gozlemlenebilirlik-ebpf\/\">Cloud Native G\u00f6zlemlenebilirlik: eBPF ile Uygulamalar\u0131n\u0131z\u0131 Derinlemesine \u0130zleyin<\/a> gibi teknolojilerle birle\u015ftirildi\u011finde, OpenTelemetry, uygulamalar\u0131n performans\u0131n\u0131 ve g\u00fcvenli\u011fini art\u0131rmak i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7 haline gelir. BirCloud, m\u00fc\u015fterilerine OpenTelemetry&#8217;yi kullanarak daha iyi g\u00f6zlemlenebilirlik, daha h\u0131zl\u0131 sorun giderme ve daha g\u00fcvenilir sistemler sunmaktad\u0131r.<\/p>\n<h2 id=\"section-12\">Sonu\u00e7<\/h2>\n<p>OpenTelemetry, da\u011f\u0131t\u0131k sistemlerde u\u00e7tan uca izlenebilirlik sa\u011flamak i\u00e7in g\u00fc\u00e7l\u00fc ve esnek bir \u00e7\u00f6z\u00fcmd\u00fcr. Standartla\u015ft\u0131rma, vendor-agnostic yakla\u015f\u0131m ve kolay entegrasyon \u00f6zellikleri sayesinde, OpenTelemetry, modern yaz\u0131l\u0131m mimarilerinin vazge\u00e7ilmez bir par\u00e7as\u0131 haline gelmi\u015ftir. BirCloud olarak, m\u00fc\u015fterilerimizin OpenTelemetry&#8217;yi etkili bir \u015fekilde kullanmalar\u0131na yard\u0131mc\u0131 olmak i\u00e7in uzmanl\u0131\u011f\u0131m\u0131z\u0131 ve deneyimimizi sunuyoruz. Da\u011f\u0131t\u0131k sistemlerinizi izlemek, performans\u0131n\u0131 art\u0131rmak ve sorunlar\u0131 gidermek i\u00e7in OpenTelemetry&#8217;yi de\u011ferlendirmenizi \u00f6neririz.<\/p>\n<div class=\"bircloud-faq\">\n<h2>\u2753 S\u0131k Sorulan Sorular<\/h2>\n<div class=\"faq-item\">\n<h3>OpenTelemetry nedir?<\/h3>\n<p>OpenTelemetry, da\u011f\u0131t\u0131k sistemlerde g\u00f6zlemlenebilirlik verilerini (metrikler, izler ve loglar) toplamak, i\u015flemek ve d\u0131\u015fa aktarmak i\u00e7in kullan\u0131lan a\u00e7\u0131k kaynakl\u0131 bir projedir.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>OpenTelemetry&#039;nin avantajlar\u0131 nelerdir?<\/h3>\n<p>OpenTelemetry, standartla\u015ft\u0131rma, vendor-agnostic yakla\u015f\u0131m, esneklik, kolay entegrasyon ve topluluk deste\u011fi gibi bir\u00e7ok avantaj sunar.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>OpenTelemetry hangi kullan\u0131m senaryolar\u0131nda kullan\u0131labilir?<\/h3>\n<p>OpenTelemetry, performans izleme, hata ay\u0131klama, kapasite planlama, g\u00fcvenlik izleme ve i\u015f zekas\u0131 gibi \u00e7e\u015fitli kullan\u0131m senaryolar\u0131nda kullan\u0131labilir.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>OpenTelemetry nas\u0131l kurulur ve kullan\u0131l\u0131r?<\/h3>\n<p>OpenTelemetry&#039;yi kurmak ve kullanmaya ba\u015flamak i\u00e7in SDK&#039;s\u0131n\u0131 kurun, uygulaman\u0131z\u0131 enstr\u00fcman edin, Collector&#039;\u0131 kurun ve yap\u0131land\u0131r\u0131n, ve verileri izleyin.<\/p>\n<\/div>\n<div class=\"faq-item\">\n<h3>BirCloud OpenTelemetry konusunda nas\u0131l yard\u0131mc\u0131 olabilir?<\/h3>\n<p>BirCloud, m\u00fc\u015fterilerinin da\u011f\u0131t\u0131k sistemlerini etkili bir \u015fekilde izlemelerine ve y\u00f6netmelerine yard\u0131mc\u0131 olmak i\u00e7in OpenTelemetry&#039;yi kullan\u0131r ve uzmanl\u0131\u011f\u0131n\u0131 sunar.<\/p>\n<\/div>\n<\/div>\n<div class=\"bircloud-related-posts\">\n<h2>\ud83d\udcda \u0130lgili Yaz\u0131lar<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/01\/06\/terraform-ile-bulut-kaynaklari-iac-yonetimi\/\">Terraform ile Bulut Kaynaklar\u0131 i\u00e7in Altyap\u0131-as-Code (IaC) Y\u00f6netimi: Kapsaml\u0131 Rehber<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/04\/14\/kubernetes-cilium-ebpf-ag-guvenlik-bircloud\/\">Kubernetes&#039;te Cilium eBPF ile A\u011f ve G\u00fcvenlikte Devrim: BirCloud ile Gelece\u011fe Haz\u0131r Olun<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/07\/01\/cloud-native-uygulamalar-ebpf-gozlemlenebilirlik\/\">Cloud Native Uygulamalar i\u00e7in eBPF ile G\u00f6zlemlenebilirlik: Derinlemesine \u0130nceleme<\/a><\/li>\n<li><a href=\"https:\/\/www.bircloud.com\/cloud\/index.php\/2025\/05\/07\/kubernetes-kubewarden-politika-tabanli-kaynak-yonetimi\/\">Kubernetes&#039;te Etkin Kaynak Y\u00f6netimi: Kubewarden ile Politika Tabanl\u0131 Kontrol<\/a><\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>OpenTelemetry ile da\u011f\u0131t\u0131k sistemlerde u\u00e7tan uca izlenebilirli\u011fi derinlemesine inceleyin. Geli\u015fmi\u015f teknikler, en iyi uygulamalar ve BirCloud uzmanl\u0131\u011f\u0131yla sistemlerinizi g\u00fc\u00e7lendirin.<\/p>\n","protected":false},"author":2,"featured_media":2864,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[160],"tags":[165,221,163,302,238],"class_list":["post-2865","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bulut-bilisim","tag-bulut-bilisim","tag-dagitik-sistemler","tag-gozlemlenebilirlik","tag-izlenebilirlik","tag-opentelemetry"],"_links":{"self":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2865","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/comments?post=2865"}],"version-history":[{"count":1,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2865\/revisions"}],"predecessor-version":[{"id":2866,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/posts\/2865\/revisions\/2866"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media\/2864"}],"wp:attachment":[{"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/media?parent=2865"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/categories?post=2865"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bircloud.com\/cloud\/index.php\/wp-json\/wp\/v2\/tags?post=2865"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}