Türkçe yapay zekâ teknolojilerinin gelişimine katkı sağlayacak önemli bir Ar-Ge adımını paylaşmaktan mutluluk duyuyoruz.VNGRS ve BtcTurk | Teknoloji olarak, Sanayi ve Teknoloji Bakanlığı programı kapsamında başvurusunu gerçekleştirdiğimiz “Kumru VLM — Görsel Dil Modeli ve Belge İşleme” projemiz desteklenmeye hak kazandı.13 Haziran 2026 tarihinde gerçekleştirilen imza töreninde, VNGRS Genel Müdürü Aydın Han ve BtcTurk | Teknoloji CEO’su Deniz Oktar’ın katılımıyla proje iş birliğimizi resmileştirdik. Bu kapsamda; Türkçe için sıfırdan geliştirilecek, metin ve görsel verileri birlikte anlayabilen…
We are happy to announce that VNGRS has been named Rising Star Consulting Partner of the Year at the 2025 Turkey AWS Partner Awards, recognizing partners that lead customers to innovate and build scalable solutions on AWS across the Turkey region.AWS Regional Partner Awards recognize AWS’s Top Partners of the Year and Rising Star Partners of the Year in Turkey, whose business models have embraced specialization, innovation, and collaboration over the past year. AWS Partner Awards recognize partners whose business models continue to evolve and thrive on AWS as they work with customers. Winners…
This is the story of Kumru, a 7.4B parameter Turkish LLM pre-trained and developed from scratch by VNGRS.Believing that Türkiye needs a foundational LLM model that can be deployed in-house, given the considerations for security, compliance and excellence in the Turkish language, we decided to build a light-weight, zero-shot 7B parameter LLM that can be deployed on even consumer-grade GPUs.Now, we are thrilled to announce the first public version of Kumru LLM!Try it out at the demo here: https://kumru.ai/In addition to this foundation model, we will provide commercial support and tailored…
If you're running workloads on Kubernetes, you've probably faced the constant balancing act between over-provisioning (wasting money) and under-provisioning (hurting performance). This is where Karpenter comes in — an intelligent, high-performance autoscaler purpose-built for Kubernetes.What is Karpenter?Karpenter is an open-source autoscaler supported by Amazon Web Services (AWS). While it's optimized for Amazon EKS (Elastic Kubernetes Service), it's also compatible with other cloud providers and even on-prem environments.What Does Karpenter Do?Monitors Pod Requests: It watches for…
In our previous posts, we explored the building blocks of AWS API Gateway, including its integration with Lambda Authorizers, Usage Plans, and CORS configurations. These discussions laid a foundation for understanding the critical components of designing secure, scalable, and efficient APIs within AWS. Now, we are bringing everything together by introducing OpenAPI YAML — a powerful way to define APIs declaratively and integrate them with AWS API Gateway. This final article in our series focuses on the practicalities of using OpenAPI specifications to manage your APIs more effectively,…
Welcome back! In this fourth installment of the blog series, we’re shifting our focus to a crucial aspect of API management: configuring Cross-Origin Resource Sharing (CORS) in AWS API Gateway. As your applications grow and interact with different domains, handling cross-origin requests effectively becomes essential. In this post, we’ll delve into the importance of CORS, walk through the steps to set it up in AWS API Gateway, and share best practices to ensure your APIs are accessible and secure. By the end of this article, you’ll have a solid understanding of how to manage CORS…
Infrastructure as Code (IaC) is a software engineering approach that involves managing and provisioning computing infrastructure through machine-readable script files or configuration files. Instead of manually setting up servers, networks, and other infrastructure components, IaC allows developers and operations teams to define and automate the provisioning of infrastructure using code.Popular IaC tools include:PulumiA modern IaC platform, Pulumi enables users to write infrastructure code using familiar programming languages such as Python, JavaScript, TypeScript, Go, C#, and Java.…
Confluent Kafka is an enterprise-ready distribution of Apache Kafka, providing a reliable and scalable platform for real-time data streaming. It includes additional features such as schema registry, REST proxy, connectors, and advanced monitoring tools.And migrating your existing Kafka cluster can be driven by several factors, including the need to upgrade hardware, move to a cloud-based infrastructure, enhance performance, improve scalability, or optimize resource utilization. This migration can help ensure your data infrastructure remains robust and capable of handling future…
Cloud security and compliance are two of the most important aspects of managing cloud infrastructure. However, they can also be challenging and time-consuming, especially when dealing with complex and dynamic environments. That’s why Fugue is a powerful solution that helps you automate cloud security and compliance across your entire cloud footprint. Fugue is a cloud-native software that scans your cloud resources and configurations, detects any drifts or misconfigurations, and automatically remediates them to ensure compliance with industry standards and best practices. Fugue also provides…
Welcome again! As the third part of this blog series, we will explore AWS API Gateway usage plans! As businesses rely more on APIs to power their applications and services, efficient management and control become crucial. With this comprehensive guide, you will be able to confidently manage your APIs and ensure optimal performance for your business needs. In this post, I will cover the essentials of AWS API Gateway usage plans, from core concepts to advanced configurations and best practices. By the end, you will confidently be able to implement the API according to your specific business…
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