{"id":17347,"date":"2026-02-24T23:19:01","date_gmt":"2026-02-24T23:19:01","guid":{"rendered":"https:\/\/thinkpeak.ai\/is-low-code-secure\/"},"modified":"2026-02-24T23:19:01","modified_gmt":"2026-02-24T23:19:01","slug":"dusuk-kod-guvenli-mi","status":"publish","type":"post","link":"https:\/\/thinkpeak.ai\/tr\/dusuk-kod-guvenli-mi\/","title":{"rendered":"Low-Code G\u00fcvenli mi? Kurumsal Risk ve Y\u00f6neti\u015fim"},"content":{"rendered":"<h2>D\u00fc\u015f\u00fck Kod G\u00fcvenli mi? 2026'da Risk, Y\u00f6neti\u015fim ve Yapay Zeka G\u00fcvenli\u011fi i\u00e7in Kurumsal K\u0131lavuz<\/h2>\n<p>2026'da d\u00fc\u015f\u00fck kod kullanmal\u0131 m\u0131y\u0131z diye sormay\u0131 b\u0131rakt\u0131k. Piyasa \u00e7oktan karar\u0131n\u0131 verdi. Bug\u00fcn, <b id=\"enterprise-application-development\">75% yeni kurumsal uygulamalar<\/b> d\u00fc\u015f\u00fck kodlu platformlar \u00fczerine in\u015fa edilmi\u015ftir. Bu, 2020'de sadece 25%'den b\u00fcy\u00fck bir s\u0131\u00e7ramad\u0131r.<\/p>\n<p>Bubble, Retool ve FlutterFlow gibi ara\u00e7lar inan\u0131lmaz bir h\u0131z sunuyor. Modern i\u015fletmeler i\u00e7in kar\u015f\u0131 konulmazlar. Ancak, giri\u015f engeli azald\u0131k\u00e7a y\u00f6neticiler aras\u0131ndaki endi\u015fe de art\u0131yor. Herkes yaz\u0131l\u0131m geli\u015ftirebiliyorsa, bunu g\u00fcvence alt\u0131na alan var m\u0131?<\/p>\n<p>Cevap basit ama kritik. <strong>Low-code g\u00fcvenli midir?<\/strong><\/p>\n<p>K\u0131sa cevap evet. Platformlar\u0131n kendileri g\u00fcvenlidir. Ancak, sizin \u00f6zel uygulaman\u0131z g\u00fcvenli olmayabilir.<\/p>\n<p>\u00d6nde gelen platformlar art\u0131k SOC 2 Tip II uyumlulu\u011funa ve ISO sertifikalar\u0131na sahiptir. Kurumsal d\u00fczeyde \u015fifreleme kullan\u0131yorlar. G\u00fcvenlik a\u00e7\u0131klar\u0131 nadiren platform kodundan kaynaklan\u0131r. Bunun yerine, deneyimsiz kurucular taraf\u0131ndan yap\u0131lan mant\u0131k hatalar\u0131ndan kaynaklan\u0131rlar.<\/p>\n<p>Bu durum, \u201cYurtta\u015f Geli\u015fimi\u201d ile \"Vatanda\u015fl\u0131k Geli\u015fimi\" aras\u0131ndaki u\u00e7urumu vurgulamaktad\u0131r. <b id=\"professional-low-code-engineering\">Profesyonel Low-Code M\u00fchendisli\u011fi<\/b>.<\/p>\n<p>Thinkpeak.ai'de sadece s\u00fcr\u00fckle ve b\u0131rak yapm\u0131yoruz. G\u00fcvenli, s\u00fcr\u00fcc\u00fcs\u00fcz i\u015f ekosistemleri tasarl\u0131yoruz. H\u0131z i\u00e7in Otomasyon Pazaryerimizi kullanabilirsiniz. Ya da karma\u015f\u0131k uygulamalar i\u00e7in Ismarlama M\u00fchendislik hizmetlerimizi se\u00e7ebilirsiniz. Her iki durumda da g\u00fcvenlik felsefemizin temelidir.<\/p>\n<p>Bu k\u0131lavuz, 2026'da d\u00fc\u015f\u00fck kodun g\u00fcvenlik duru\u015funu ara\u015ft\u0131r\u0131yor. Analiz edece\u011fiz <b id=\"owasp-top-10-risks\">OWASP En B\u00fcy\u00fck 10 Risk<\/b> ve yapay zeka destekli altyap\u0131n\u0131z\u0131 nas\u0131l y\u00f6netece\u011finizi g\u00f6sterece\u011fiz.<\/p>\n<p>-<\/p>\n<h3>Temel Soru: D\u00fc\u015f\u00fck Kod Do\u011fas\u0131 Gere\u011fi G\u00fcvensiz midir?<\/h3>\n<p>Yayg\u0131n bir efsane, d\u00fc\u015f\u00fck kodun hacklenmesi kolay \u201coyuncak yaz\u0131l\u0131m\u201d oldu\u011funu \u00f6ne s\u00fcrer. Bu, bu platformlar\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131n yanl\u0131\u015f anla\u015f\u0131lmas\u0131ndan kaynaklanmaktad\u0131r.<\/p>\n<h4>Ortak Sorumluluk Modeli<\/h4>\n<p><b id=\"low-code-security\">D\u00fc\u015f\u00fck kodlu g\u00fcvenlik<\/b> AWS veya Azure'daki bulut g\u00fcvenli\u011fi gibi \u00e7al\u0131\u015f\u0131r. Payla\u015f\u0131lan bir modele dayan\u0131r.<\/p>\n<p>*   <strong>Sat\u0131c\u0131n\u0131n Sorumlulu\u011fu (Platform):<\/strong> Bubble, Make.com veya Retool gibi sat\u0131c\u0131lar altyap\u0131n\u0131n g\u00fcvenli\u011fini sa\u011flar. Fiziksel sunucular\u0131, i\u015fletim sistemi yamalar\u0131n\u0131 ve a\u011f alg\u0131lamas\u0131n\u0131 idare ederler. \u00c7o\u011fu i\u015fletmenin kopyalayamayaca\u011f\u0131 g\u00fcvenlik ekiplerine milyonlarca yat\u0131r\u0131m yap\u0131yorlar.<br \/>\n*   <strong>\u0130n\u015faat\u00e7\u0131n\u0131n Sorumlulu\u011fu (Uygulama):<\/strong> Yap\u0131land\u0131rmadan siz sorumlusunuz. Buna kullan\u0131c\u0131 izinleri, API gizlilik kurallar\u0131 ve veri do\u011frulama dahildir.<\/p>\n<p><strong>Karar:<\/strong> Profesyonel olarak olu\u015fturulmu\u015f d\u00fc\u015f\u00fck kodlu bir uygulama, genellikle gen\u00e7 bir geli\u015ftirici taraf\u0131ndan yaz\u0131lan \u00f6zel koddan daha g\u00fcvenlidir. Temel altyap\u0131, birinci s\u0131n\u0131f g\u00fcvenlik sa\u011flay\u0131c\u0131lar\u0131 taraf\u0131ndan y\u00f6netilir.<\/p>\n<p>-<\/p>\n<h3>\u201cG\u00f6lge BT\u201d Sorunu ve Y\u00f6netilen Mimari<\/h3>\n<p>2026'daki en b\u00fcy\u00fck risk teknoloji de\u011fil. \u0130nsan unsuru.<\/p>\n<h4>Yurtta\u015f Geli\u015ftiricinin Y\u00fckseli\u015fi<\/h4>\n<p>Gartner, vatanda\u015f geli\u015ftiricilerin say\u0131s\u0131n\u0131n yak\u0131nda profesyonel geli\u015ftiricilerin say\u0131s\u0131n\u0131 4'e 1 oran\u0131nda ge\u00e7ece\u011fini \u00f6ng\u00f6r\u00fcyor. Bu durum inovasyonu demokratikle\u015ftiriyor. Bununla birlikte, ayn\u0131 zamanda <b id=\"shadow-it-risks\">G\u00f6lge BT<\/b>. Bu durum, \u00e7al\u0131\u015fanlar ki\u015fisel hesaplar\u0131nda denetlenmeyen otomasyonlar olu\u015fturduklar\u0131nda meydana gelir. BT y\u00f6neti\u015fimini tamamen atlarlar.<\/p>\n<p><strong>G\u00f6lge BT'nin Riskleri:<\/strong><\/p>\n<p>*   <strong>Veri S\u0131z\u0131nt\u0131lar\u0131:<\/strong> Bir \u00e7al\u0131\u015fan, m\u00fc\u015fteri verilerini \u015fifreleme olmadan genel bir AI API'sine ba\u011flayabilir.<br \/>\n*   <strong>Yetim \u0130\u015f Ak\u0131\u015flar\u0131:<\/strong> Bir i\u00e7erik olu\u015fturucu \u015firketten ayr\u0131ld\u0131\u011f\u0131nda, hesap ki\u015fisel e-postas\u0131na ba\u011fl\u0131 oldu\u011fu i\u00e7in kritik otomasyonlar bozulur.<br \/>\n*   <strong>Versiyonlama Eksikli\u011fi:<\/strong> De\u011fi\u015fiklikler do\u011frudan \u00fcretimde ger\u00e7ekle\u015fir. Test yap\u0131lmaz. Bu da i\u015f kesintilerine neden olur.<\/p>\n<h4>Thinkpeak \u00c7\u00f6z\u00fcm\u00fc: Y\u00f6netilen D\u00fc\u015f\u00fck Kod<\/h4>\n<p>Thinkpeak.ai'de, d\u00fc\u015f\u00fck kodun y\u00fcksek y\u00f6neti\u015fim gerektirdi\u011fine inan\u0131yoruz. Bizim <b id=\"bespoke-internal-tools\">Ismarlama Dahili Ara\u00e7lar<\/b> G\u00f6lge BT'yi g\u00fcvenli bir yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131yla de\u011fi\u015ftirin.<\/p>\n<p>*   <strong>Rol Tabanl\u0131 Eri\u015fim Kontrol\u00fc (RBAC):<\/strong> Finans ekiplerinin ayn\u0131 portalda bile \u0130K verilerini g\u00f6rememesini sa\u011fl\u0131yoruz.<br \/>\n*   <strong>Hizmet Hesaplar\u0131:<\/strong> Otomasyonlar \u00e7al\u0131\u015fan e-postalar\u0131 \u00fczerinde de\u011fil, sistem kimlikleri \u00fczerinde \u00e7al\u0131\u015f\u0131r.<br \/>\n*   <strong>Denetim G\u00fcnl\u00fc\u011f\u00fc:<\/strong> Yapay Zeka Ajanlar\u0131m\u0131z\u0131n veya kullan\u0131c\u0131lar\u0131m\u0131z\u0131n her eylemi izlenir. Bu g\u00fcnl\u00fckler de\u011fi\u015fmezdir.<\/p>\n<p>Operasyonlar\u0131n\u0131z\u0131 g\u00fcvenle d\u00f6n\u00fc\u015ft\u00fcr\u00fcn. Amat\u00f6r otomasyonun verilerinizi riske atmas\u0131na izin vermeyin. Thinkpeak'i ke\u015ffedin <a href=\"https:\/\/thinkpeak.ai\/tr\/\">Ismarlama M\u00fchendislik Hizmetleri<\/a> g\u00fcvenli, \u00f6l\u00e7eklenebilir dahili ara\u00e7lar olu\u015fturmak i\u00e7in.<\/p>\n<p>-<\/p>\n<h3>Low-Code'daki En \u00d6nemli G\u00fcvenlik Riskleri (OWASP 2025 Analizi)<\/h3>\n<p>A\u00e7\u0131k Web Uygulama G\u00fcvenli\u011fi Projesi (OWASP), 2025 y\u0131l\u0131nda D\u00fc\u015f\u00fck Kodlu\/Kodsuz i\u00e7in En \u0130yi 10 listesini g\u00fcncelledi. Her kurumsal CTO bu teknik riskleri anlamal\u0131d\u0131r.<\/p>\n<h4>1. Bozuk Eri\u015fim Kontrol\u00fc (A01:2025)<\/h4>\n<p>Bu bir numaral\u0131 g\u00fcvenlik a\u00e7\u0131\u011f\u0131d\u0131r. D\u00fc\u015f\u00fck kodda, ekrandaki bir d\u00fc\u011fmeyi gizlemek kolayd\u0131r. Ancak, geli\u015ftiriciler genellikle arkas\u0131ndaki veritaban\u0131 u\u00e7 noktas\u0131n\u0131 g\u00fcvence alt\u0131na almay\u0131 unuturlar.<\/p>\n<p>*   <strong>Kusur:<\/strong> Bir kullan\u0131c\u0131 sayfa kodunu inceler. \u201cdelete_user\u201d i\u00e7in API \u00e7a\u011fr\u0131s\u0131n\u0131 bulur ve tetikler. D\u00fc\u011fme gizli olsa bile bunu yapabilirler.<br \/>\n*   <strong>D\u00fczeltme:<\/strong> Biz uyguluyoruz <b id=\"server-side-privacy-rules\">Sunucu Taraf\u0131 Gizlilik Kurallar\u0131<\/b>. Bubble veya Supabase'de kurallar\u0131 veritaban\u0131 d\u00fczeyinde tan\u0131mlar\u0131z. \u00d6rne\u011fin, bir kullan\u0131c\u0131 bir sat\u0131r\u0131 yaln\u0131zca onu olu\u015fturduysa g\u00f6r\u00fcnt\u00fcleyebilir.<\/p>\n<h4>2. G\u00fcvenlik Yanl\u0131\u015f Yap\u0131land\u0131rmas\u0131 (A02:2025)<\/h4>\n<p>D\u00fc\u015f\u00fck kodlu platformlar\u0131n y\u00fczlerce ayar\u0131 vard\u0131r. Varsay\u0131lanlar\u0131 a\u00e7\u0131k b\u0131rakmak tehlikelidir.<\/p>\n<p>*   <strong>Kusur:<\/strong> \u00dcretimde hata ay\u0131klama modunu a\u00e7\u0131k b\u0131rakmak. Ya da API belirte\u00e7lerini belirli IP adresleriyle k\u0131s\u0131tlayamamak.<br \/>\n*   <strong>D\u00fczeltme:<\/strong> S\u0131k\u0131 ortam de\u011fi\u015fkenleri kullan\u0131yoruz. Ayr\u0131ca ba\u015flatmadan \u00f6nce t\u00fcm geli\u015ftirme ba\u015fl\u0131klar\u0131n\u0131 devre d\u0131\u015f\u0131 b\u0131rak\u0131yoruz.<\/p>\n<h4>3. Yaz\u0131l\u0131m Tedarik Zinciri Hatalar\u0131 (A03:2025)<\/h4>\n<p>Bu, incelenmemi\u015f \u00fc\u00e7\u00fcnc\u00fc taraf eklentilerin kullan\u0131lmas\u0131n\u0131 i\u00e7erir. 2026'da y\u00fckselen bir tehdittir.<\/p>\n<p>*   <strong>Kusur:<\/strong> Verilerinizi gizlice harici bir sunucuya g\u00f6nderen \u00fccretsiz bir eklenti y\u00fcklemek.<br \/>\n*   <strong>D\u00fczeltme:<\/strong> Thinkpeak Automation Marketplace'i kullan\u0131yoruz. Genel k\u00fct\u00fcphanelerin aksine, \u015fablonlar\u0131m\u0131z \u00f6nceden tasarlanm\u0131\u015f ve incelenmi\u015ftir. S\u0131f\u0131r veri s\u0131z\u0131nt\u0131s\u0131 sa\u011flamak i\u00e7in her ba\u011flay\u0131c\u0131y\u0131 denetliyoruz.<\/p>\n<h4>4. Enjeksiyon Kusurlar\u0131 (A05:2025)<\/h4>\n<p>D\u00fc\u015f\u00fck kodlu platformlar SQL enjeksiyonunu iyi idare eder. Ancak \u201cMant\u0131ksal Enjeksiyon\u201d ger\u00e7ek bir tehdittir.<\/p>\n<p>*   <strong>Kusur:<\/strong> Bir kullan\u0131c\u0131 bir i\u015f ak\u0131\u015f\u0131 girdisini de\u011fi\u015ftirir. Bir \u00f6deme ad\u0131m\u0131n\u0131 atlayabilir veya bir onay durumunu de\u011fi\u015ftirebilir.<br \/>\n*   <strong>D\u00fczeltme:<\/strong> S\u0131k\u0131 girdi do\u011frulamas\u0131 kullan\u0131yoruz. Biz de kullan\u0131yoruz <b id=\"backend-workflows\">Arka U\u00e7 \u0130\u015f Ak\u0131\u015flar\u0131<\/b> kullan\u0131c\u0131lar\u0131n kurcalayamayaca\u011f\u0131.<\/p>\n<h4>5. \u0130stisnai Durumlar\u0131n Yanl\u0131\u015f Ele Al\u0131nmas\u0131 (A10:2025)<\/h4>\n<p>Bu, sistemler ba\u015far\u0131s\u0131z oldu\u011funda ne olaca\u011f\u0131n\u0131 ele al\u0131r.<\/p>\n<p>*   <strong>Kusur:<\/strong> Bir otomasyon ba\u015far\u0131s\u0131z olur. Hata mesaj\u0131, hassas API anahtarlar\u0131n\u0131 veya veritaban\u0131 yap\u0131lar\u0131n\u0131 kullan\u0131c\u0131ya g\u00f6sterir.<br \/>\n*   <strong>D\u00fczeltme:<\/strong> Thinkpeak'in Total Stack Entegrasyonu hata i\u015flemeyi i\u00e7erir. Sorunlar\u0131 dahili olarak g\u00fcnl\u00fc\u011fe kaydediyoruz ancak kullan\u0131c\u0131ya genel, g\u00fcvenli mesajlar g\u00f6steriyoruz.<\/p>\n<p>-<\/p>\n<h3>Platforma \u00d6zel G\u00fcvenlik: Bubble, FlutterFlow ve Retool<\/h3>\n<p>Farkl\u0131 platformlar farkl\u0131 g\u00fcvenlik stratejilerine ihtiya\u00e7 duyar. \u0130\u015fte y\u0131\u011f\u0131n\u0131m\u0131zdaki en iyi ara\u00e7lar\u0131 nas\u0131l g\u00fcvence alt\u0131na ald\u0131\u011f\u0131m\u0131z.<\/p>\n<h4>Bubble.io (Web Uygulamalar\u0131)<\/h4>\n<p>Bubble, SaaS ve karma\u015f\u0131k web uygulamalar\u0131 i\u00e7in g\u00fc\u00e7l\u00fcd\u00fcr.<br \/>\n*   <strong>Uyumluluk:<\/strong> SOC 2 Tip II, GDPR.<br \/>\n*   <strong>Stratejimiz:<\/strong> Biz kullan\u0131yoruz <b id=\"bubble-privacy-rules\">Gizlilik Kurallar\u0131<\/b> kapsaml\u0131 bir \u015fekilde. Bu, Bubble i\u00e7in g\u00fcvenlik duvar\u0131 g\u00f6revi g\u00f6r\u00fcr. Ayr\u0131ca, bilgisayar korsanlar\u0131ndan \u00f6nce uygulamalar\u0131 s\u0131zma testi yapmak i\u00e7in otomatik g\u00fcvenlik denetim ara\u00e7lar\u0131 kullan\u0131yoruz.<\/p>\n<h4>FlutterFlow (Mobil Uygulamalar)<\/h4>\n<p>FlutterFlow, yerel iOS ve Android uygulamalar\u0131 olu\u015fturmam\u0131z\u0131 sa\u011flar.<br \/>\n*   <strong>Kod Sahipli\u011fi:<\/strong> Di\u011fer ara\u00e7lar\u0131n aksine, FlutterFlow ger\u00e7ek kodu d\u0131\u015fa aktar\u0131r.<br \/>\n*   <strong>Stratejimiz:<\/strong> Arka u\u00e7 i\u00e7in Supabase veya Firebase'e g\u00fcveniyoruz. Bu, aray\u00fcz\u00fc verilerden ay\u0131r\u0131r. Kullanmam\u0131za izin verir <b id=\"row-level-security\">Sat\u0131r Seviyesi G\u00fcvenli\u011fi (RLS)<\/b> politikalar\u0131. Bu politikalar\u0131n yetkisiz eri\u015fimi \u00f6nledi\u011fi matematiksel olarak kan\u0131tlanm\u0131\u015ft\u0131r.<\/p>\n<h4>Yeniden D\u00fczenleme (Dahili Ara\u00e7lar)<\/h4>\n<p>Retool, y\u00f6netici panelleri i\u00e7in standartt\u0131r.<br \/>\n*   <strong>Da\u011f\u0131t\u0131m:<\/strong> Kendi kendine bar\u0131nd\u0131rma se\u00e7enekleri sunar.<br \/>\n*   <strong>Stratejimiz:<\/strong> Y\u00fcksek uyumlulu\u011fa sahip m\u00fc\u015fterilerimiz i\u00e7in Retool'u kendi Sanal \u00d6zel Bulutunuzun (VPC) i\u00e7inde da\u011f\u0131t\u0131yoruz. Verileriniz altyap\u0131n\u0131z\u0131 asla terk etmez.<\/p>\n<p>-<\/p>\n<h3>Yeni S\u0131n\u0131r: Otomasyonda Yapay Zeka Ajan G\u00fcvenli\u011fi<\/h3>\n<p>Thinkpeak.ai, yapay zeka \u00f6ncelikli bir i\u015f orta\u011f\u0131d\u0131r. Yapay Zeka Arac\u0131lar\u0131 eklemek, yeni bir g\u00fcvenlik karma\u015f\u0131kl\u0131\u011f\u0131 katman\u0131 ekler. Geleneksel ajanslar genellikle bunu g\u00f6zden ka\u00e7\u0131r\u0131r.<\/p>\n<h4>1. H\u0131zl\u0131 Enjeksiyon<\/h4>\n<p>Kullan\u0131c\u0131lar bir veritaban\u0131na \u201cSQL Enjekte\u201d edebilir. Benzer \u015fekilde, bir yapay zekay\u0131 \u201cPrompt Inject\u201d edebilirler.<\/p>\n<p>*   <strong>Risk:<\/strong> Bir kullan\u0131c\u0131 chatbot'a talimatlar\u0131 g\u00f6z ard\u0131 etmesini ve hassas verileri a\u00e7\u0131\u011fa \u00e7\u0131karmas\u0131n\u0131 s\u00f6yler.<br \/>\n*   <strong>Thinkpeak Protokol\u00fc:<\/strong> Biz in\u015fa ediyoruz <b id=\"system-prompt-guardrails\">Sistem \u0130stemi Korkuluklar\u0131<\/b>. Kullan\u0131c\u0131 girdilerini B\u00fcy\u00fck Dil Modeline ula\u015fmadan \u00f6nce k\u00f6t\u00fc niyet taramas\u0131 yapmak i\u00e7in do\u011frulama ad\u0131mlar\u0131n\u0131 kullan\u0131yoruz.<\/p>\n<h4>2. Veri S\u0131z\u0131nt\u0131s\u0131 (RAG Boru Hatlar\u0131)<\/h4>\n<p>Retrieval-Augmented Generation (RAG), yapay zekan\u0131n \u015firket verilerinizle sohbet etmesini sa\u011flar. YZ'nin izinlere sayg\u0131 duydu\u011fundan emin olmal\u0131s\u0131n\u0131z.<\/p>\n<p>*   <strong>Risk:<\/strong> Bir stajyer yapay zekadan strateji belgelerini ister. YZ, stajyerin g\u00f6rmemesi gereken gizli verileri \u00e7eker.<br \/>\n*   <strong>Thinkpeak Protokol\u00fc:<\/strong> \u0130zin filtrelerini vekt\u00f6r veritaban\u0131na yerle\u015ftiriyoruz. Yapay zeka yaln\u0131zca talep eden kullan\u0131c\u0131n\u0131n neleri bilmesine izin verildi\u011fini bilir.<\/p>\n<h4>3. Hal\u00fcsinasyon Kontrol\u00fc<\/h4>\n<p>\u0130\u015f d\u00fcnyas\u0131nda, bir yapay zekan\u0131n fiyat tahmininde bulunmas\u0131 kabul edilemez.<\/p>\n<p>*   <strong>Thinkpeak Protokol\u00fc:<\/strong> Biz kullan\u0131yoruz <b id=\"human-in-the-loop\">D\u00f6ng\u00fc \u0130\u00e7inde \u0130nsan (HITL)<\/b> kontrol noktalar\u0131. Yapay zeka eylem tasla\u011f\u0131n\u0131 haz\u0131rlar, ancak bir insan kritik kararlar\u0131 tek bir t\u0131klamayla onaylamal\u0131d\u0131r.<\/p>\n<p>Yapay zekay\u0131 g\u00fcvenle kullanmaya haz\u0131r m\u0131s\u0131n\u0131z? Bizim <a href=\"https:\/\/thinkpeak.ai\/tr\/\">\u00d6zel Yapay Zeka Arac\u0131 Geli\u015ftirme<\/a> kurumsal d\u00fczeyde g\u00fcvenlik ile dijital \u00e7al\u0131\u015fanlar olu\u015fturur.<\/p>\n<p>-<\/p>\n<h3>Mevzuata Uygunluk: GDPR, HIPAA ve SOC 2<\/h3>\n<p>D\u00fc\u015f\u00fck kod d\u00fczenlenmi\u015f sekt\u00f6rlerde kullan\u0131labilir mi? Evet, ancak bilin\u00e7li bir mimari gerektirir.<\/p>\n<h4>GDPR (Genel Veri Koruma Y\u00f6netmeli\u011fi)<\/h4>\n<p>*   <strong>Gereklilik:<\/strong> Unutulma Hakk\u0131.<br \/>\n*   <strong>Thinkpeak Uygulamas\u0131:<\/strong> \u201cBasamakl\u0131 Silme\u201d i\u015f ak\u0131\u015flar\u0131 olu\u015fturuyoruz. Bir kullan\u0131c\u0131 silme talebinde bulundu\u011funda, otomasyonumuz bu kullan\u0131c\u0131n\u0131n verilerini CRM'nizden, e-posta ara\u00e7lar\u0131n\u0131zdan ve veritaban\u0131n\u0131zdan an\u0131nda temizler.<\/p>\n<h4>HIPAA (Sa\u011fl\u0131k Hizmetleri)<\/h4>\n<p>*   <strong>Gereklilik:<\/strong> Korunan Sa\u011fl\u0131k Bilgileri (PHI) \u015fifrelenmeli ve kaydedilmelidir.<br \/>\n*   <strong>Thinkpeak Uygulamas\u0131:<\/strong> Sa\u011fl\u0131k hizmetleri i\u00e7in payla\u015f\u0131ml\u0131 platformlardan ka\u00e7\u0131n\u0131yoruz. \u00d6zel \u00f6rnekler veya <b id=\"hipaa-compliant-backends\">HIPAA uyumlu arka u\u00e7lar<\/b> Xano gibi. Bunu imzalanan \u0130\u015f Orta\u011f\u0131 Anla\u015fmalar\u0131 ile birle\u015ftiriyoruz.<\/p>\n<h4>SOC 2 (Hizmet Organizasyonu Kontrol\u00fc)<\/h4>\n<p>*   <strong>Gereklilik:<\/strong> S\u0131k\u0131 y\u00f6neti\u015fim ve de\u011fi\u015fim y\u00f6netimi.<br \/>\n*   <strong>Thinkpeak Uygulamas\u0131:<\/strong> S\u0131k\u0131 da\u011f\u0131t\u0131m hatlar\u0131 uyguluyoruz. Belgelenmi\u015f bir s\u00fcr\u00fcm ge\u00e7mi\u015fi olmadan canl\u0131 uygulaman\u0131zda hi\u00e7bir de\u011fi\u015fiklik yap\u0131lmaz.<\/p>\n<p>-<\/p>\n<h3>Thinkpeak.ai \u201cTasar\u0131mla G\u00fcvenli\u201d Ekosistemleri Nas\u0131l Tasarl\u0131yor?<\/h3>\n<p>Biz sadece uygulama geli\u015ftirmiyoruz. S\u00fcr\u00fcc\u00fcs\u00fcz ekosistemler in\u015fa ediyoruz. G\u00fcvenlik bizim temelimiz, sonradan akl\u0131m\u0131za gelen bir \u015fey de\u011fil.<\/p>\n<h4>1. Orta Yaz\u0131l\u0131m Yakla\u015f\u0131m\u0131<\/h4>\n<p>Genellikle Make.com veya Python komut dosyalar\u0131 gibi ara yaz\u0131l\u0131mlar kullan\u0131r\u0131z. Bu, veritaban\u0131n\u0131z ile d\u0131\u015f d\u00fcnya aras\u0131nda bir g\u00fcvenlik tamponu g\u00f6revi g\u00f6r\u00fcr. Ham veritaban\u0131 kimlik bilgileri asla istemci taraf\u0131na g\u00f6sterilmez.<\/p>\n<h4>2. Otomatik \u0130zleme Ajanlar\u0131<\/h4>\n<p>Bir ihlal i\u00e7in beklemiyoruz. Biz konu\u015fland\u0131r\u0131yoruz <b id=\"watchdog-agents\">G\u00f6zc\u00fc Ajanlar<\/b>. Sistem g\u00fcnl\u00fcklerinizi izlerler. Ola\u011fand\u0131\u015f\u0131 veri aktar\u0131m\u0131 tespit ederlerse, hesab\u0131 kilitler ve y\u00f6neticinizi an\u0131nda uyar\u0131rlar.<\/p>\n<h4>3. Sat\u0131c\u0131 Konsolidasyonu<\/h4>\n<p>50 farkl\u0131 \u00fccretsiz ara\u00e7 kullanmak bir g\u00fcvenlik kabusudur. Y\u0131\u011f\u0131n\u0131n\u0131z\u0131 birle\u015ftiriyoruz. G\u00fcvensiz ba\u011f\u0131ms\u0131z ara\u00e7lar\u0131 birle\u015ftirilmi\u015f, y\u00f6netilen bir i\u015f ak\u0131\u015f\u0131 ile de\u011fi\u015ftiriyoruz.<\/p>\n<p>-<\/p>\n<h3>Otomasyon Y\u0131\u011f\u0131n\u0131n\u0131z\u0131n G\u00fcvenli\u011fini Sa\u011flamak i\u00e7in En \u0130yi Uygulamalar<\/h3>\n<p>D\u00fc\u015f\u00fck kodlu varl\u0131klar\u0131 y\u00f6netiyorsan\u0131z, bu \u00fc\u00e7 de\u011fi\u015fikli\u011fi hemen uygulay\u0131n:<\/p>\n<p>1.  <strong>API Anahtarlar\u0131n\u0131z\u0131 Denetleyin:<\/strong> \u00d6n u\u00e7 kodunda y\u00f6netici ayr\u0131cal\u0131klar\u0131na sahip hi\u00e7bir anahtar\u0131n g\u00f6r\u00fcnmedi\u011finden emin olun. Son 6 ay i\u00e7inde de\u011fi\u015ftirilmemi\u015f anahtarlar\u0131 rotasyona tabi tutun.<br \/>\n2.  <strong>2FA'y\u0131 uygulay\u0131n:<\/strong> Etkinle\u015ftir <b id=\"two-factor-authentication\">\u0130ki Fakt\u00f6rl\u00fc Kimlik Do\u011frulama (2FA)<\/b> t\u00fcm platform hesaplar\u0131nda. G\u00fcvenli\u011fi ihlal edilmi\u015f bir geli\u015ftirici hesab\u0131, \u015firketinizin iskelet anahtar\u0131d\u0131r.<br \/>\n3.  <strong>Ayr\u0131 Ortamlar:<\/strong> Asla canl\u0131 veritaban\u0131n\u0131zda olu\u015fturmay\u0131n. Test i\u00e7in bir geli\u015ftirme s\u00fcr\u00fcm\u00fc kullan\u0131n. De\u011fi\u015fiklikleri kimin da\u011f\u0131tabilece\u011fini s\u0131k\u0131 bir \u015fekilde kontrol edin.<\/p>\n<p>-<\/p>\n<h3>Sonu\u00e7: \u00d6d\u00fcn Vermeden H\u0131z<\/h3>\n<p>Low Code g\u00fcvenli mi? Evet, g\u00fcvenlidir.<br \/>\nD\u00fc\u015f\u00fck Kodunuz g\u00fcvenli mi? Yaln\u0131zca uzmanlar taraf\u0131ndan olu\u015fturulmu\u015fsa.<\/p>\n<p>Art\u0131k h\u0131z ve g\u00fcvenlik aras\u0131nda se\u00e7im yapmak zorunda de\u011filsiniz. Thinkpeak.ai ile d\u00fc\u015f\u00fck kodun h\u0131z\u0131na ve yapay zeka ajanlar\u0131n\u0131n zekas\u0131na sahip olursunuz. Bu, geleneksel m\u00fchendisli\u011fin titiz g\u00fcvenlik standartlar\u0131yla sar\u0131lm\u0131\u015ft\u0131r.<\/p>\n<p>Korkunun b\u00fcy\u00fcmenizi fel\u00e7 etmesine izin vermeyin. Amat\u00f6r uygulamalar\u0131n gelece\u011finizi tehlikeye atmas\u0131na izin vermeyin.<\/p>\n<p><strong>Otomasyon yolculu\u011funuzda bir sonraki ad\u0131m\u0131 at\u0131n:<\/strong><\/p>\n<p>*   <strong>H\u0131z m\u0131 laz\u0131m?<\/strong> Bizim g\u00f6z at\u0131n <a href=\"https:\/\/thinkpeak.ai\/tr\/\">Otomasyon Pazaryeri<\/a> g\u00fcvenli, \u00f6nceden tasarlanm\u0131\u015f i\u015f ak\u0131\u015flar\u0131 i\u00e7in.<br \/>\n*   <strong>G\u00fcce mi ihtiyac\u0131n\u0131z var?<\/strong> Bizimle ortak olun <a href=\"https:\/\/thinkpeak.ai\/tr\/\">Ismarlama Dahili Ara\u00e7lar<\/a>. Size \u00f6zel, s\u00fcr\u00fcc\u00fcs\u00fcz yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131n\u0131z\u0131 olu\u015fturaca\u011f\u0131z.<\/p>\n<p><a href=\"https:\/\/thinkpeak.ai\/tr\/\">Thinkpeak.ai ile Bug\u00fcn \u0130leti\u015fime Ge\u00e7in<\/a> ve manuel i\u015flemlerinizi dinamik, g\u00fcvenli bir ekosisteme d\u00f6n\u00fc\u015ft\u00fcr\u00fcn.<\/p>\n<p>-<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h3>\n<h4>Bubble.io kurumsal kullan\u0131m i\u00e7in g\u00fcvenli mi?<\/h4>\n<p>Evet, Bubble SOC 2 Tip II uyumludur. Verileri son derece g\u00fcvenli olan AWS \u00fczerinde bar\u0131nd\u0131r\u0131r. Ancak kurumsal g\u00fcvenlik \u201cGizlilik Kurallar\u0131 \u201dna ba\u011fl\u0131d\u0131r. Bunlar verileri sunucu d\u00fczeyinde k\u0131s\u0131tlar. Thinkpeak.ai, kurumsal \u00f6l\u00e7ek i\u00e7in Bubble uygulamalar\u0131n\u0131n g\u00fcvenli\u011fini sa\u011flama konusunda uzmanla\u015fm\u0131\u015ft\u0131r.<\/p>\n<h4>D\u00fc\u015f\u00fck kodlu platformlar HIPAA ile uyumlu olabilir mi?<\/h4>\n<p>Standart planlar genellikle varsay\u0131lan olarak HIPAA uyumlu de\u011fildir. Ancak Bubble (\u00d6zel \u00f6rneklerde), Xano ve Retool gibi platformlar uyumlu yap\u0131land\u0131rmalar sunar. Kat\u0131 d\u00fczenlemeleri kar\u015f\u0131lamak i\u00e7in sa\u011fl\u0131k bilgilerini izole eden bir y\u0131\u011f\u0131n tasarlayabiliriz.<\/p>\n<h4>Low-code'daki en b\u00fcy\u00fck g\u00fcvenlik riski nedir?<\/h4>\n<p>OWASP 2025'e g\u00f6re, <b id=\"broken-access-control\">Bozuk Eri\u015fim Kontrol\u00fc<\/b> en b\u00fcy\u00fck risktir. Bu, bir geli\u015ftirici bir d\u00fc\u011fmeyi gizledi\u011finde ancak arkas\u0131ndaki verileri g\u00fcvence alt\u0131na almad\u0131\u011f\u0131nda ger\u00e7ekle\u015fir. Bu durumda bilgili kullan\u0131c\u0131lar API arac\u0131l\u0131\u011f\u0131yla yetkisiz bilgilere eri\u015febilir.<\/p>\n<h4>D\u00fc\u015f\u00fck kodlu i\u015f ak\u0131\u015flar\u0131nda yapay zeka arac\u0131lar\u0131n\u0131 nas\u0131l g\u00fcvence alt\u0131na al\u0131rs\u0131n\u0131z?<\/h4>\n<p>Yapay zeka ajanlar\u0131n\u0131n korkuluklara ihtiyac\u0131 vard\u0131r. Ara do\u011frulama katmanlar\u0131 kullan\u0131yoruz. Bunlar, kullan\u0131c\u0131 girdilerini YZ'ye ula\u015fmadan \u00f6nce k\u00f6t\u00fc niyetli kal\u0131plara kar\u015f\u0131 tarar. Ayr\u0131ca y\u00fcksek riskli eylemler i\u00e7in insan onay\u0131na ihtiya\u00e7 duyuyoruz.<\/p>\n<h4>Low-code \u201cG\u00f6lge BT\u201d yarat\u0131r m\u0131?<\/h4>\n<p>D\u00fczenlenmedi\u011fi takdirde olabilir. G\u00f6lge BT, \u00e7al\u0131\u015fanlar g\u00f6zetim olmadan uygulama geli\u015ftirdi\u011finde ortaya \u00e7\u0131kar. Thinkpeak.ai bunu y\u00f6neti\u015fim orta\u011f\u0131n\u0131z olarak hareket ederek \u00e7\u00f6zer. Uygun g\u00fcvenlik protokolleri ile merkezi, \u015firkete ait hesaplarda ara\u00e7lar olu\u015fturuyoruz.<\/p>\n<p>-<\/p>\n<h3>Kaynaklar<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2021-02-19-gartner-says-65-percent-of-application-development-will-be-performed-by-citizen-developers-by-2024\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2021-02-19-gartner-says-65-percent-of-application-development-will-be-performed-by-citizen-developers-by-2024<\/a><\/li>\n<li><a href=\"https:\/\/owasp.org\/www-project-low-code-security\/\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/owasp.org\/www-project-low-code-security\/<\/a><\/li>\n<li><a href=\"https:\/\/bubble.io\/security\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/bubble.io\/security<\/a><\/li>\n<li><a href=\"https:\/\/supabase.com\/docs\/guides\/auth\/row-level-security\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/supabase.com\/docs\/guides\/auth\/row-level-security<\/a><\/li>\n<li><a href=\"https:\/\/gdpr.eu\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/gdpr.eu<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Modern d\u00fc\u015f\u00fck kodlu platformlar\u0131n g\u00fcvenlik risklerini, y\u00f6neti\u015fimi ve yapay zeka g\u00fcvenli\u011fini nas\u0131l ele ald\u0131\u011f\u0131n\u0131 ke\u015ffedin, b\u00f6ylece kurumsal uygulamalar\u0131n\u0131z 2026'da korunmaya devam edecek.<\/p>","protected":false},"author":2,"featured_media":17346,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[105],"tags":[],"class_list":["post-17347","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-low-code-development"],"_links":{"self":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts\/17347","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/comments?post=17347"}],"version-history":[{"count":0,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/posts\/17347\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/media\/17346"}],"wp:attachment":[{"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/media?parent=17347"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/categories?post=17347"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thinkpeak.ai\/tr\/wp-json\/wp\/v2\/tags?post=17347"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}