Yazar: mustafa efe

Fine-Tuning Azure OpenAI Models with Azure AI Foundry for Improved Performance Large language models (LLMs), such as those provided by OpenAI through Azure, have revolutionized the development of generative AI applications. From powering chatbots to enabling complex agent-driven workflows, these models are versatile tools that offer a wide array of possibilities for developers. However, unlocking the full potential of these off-the-shelf models often requires extensive prompt engineering—an art form focused on crafting the right prompts to elicit the most accurate and relevant responses. Despite its importance, prompt engineering has its limitations. For instance, delivering the same prompt with associated user…

Cost-Conscious Cloud Repatriation: Strategies for a Shifting Landscape The cloud computing world has experienced significant transformation in recent years. Many organizations initially moved their workloads to public cloud services, eager to tap into the scalability and flexibility these platforms offered. However, a growing number of companies are now reassessing their cloud strategies and bringing workloads back to on-premises infrastructure—a phenomenon known as cloud repatriation. This shift is primarily driven by the escalating costs and growing complexities associated with public cloud environments. While cloud services offered promising benefits initially, the unexpected surge in expenses and challenges in managing these platforms have…

Kazakhstan’s Digital Policeman Initiative: A Global Model for Smart Policing As the world embraces digital transformation, public safety is evolving with it. Law enforcement agencies across the globe face growing pressure to build trust with the communities they serve, enhance transparency, and increase operational efficiency. Kazakhstan’s “Digital Policeman” initiative stands at the forefront of this shift, presenting a cutting-edge model for modern policing that blends technology with public safety. The initiative integrates advanced tools such as smart badges and military-grade mobile devices, designed not only to empower officers but also to ensure greater accountability. These smart badges are a leap…

Creating Searchable Bluesky Bookmarks with R: A Guide for R Users Bluesky, a rising social network, has garnered attention in the wake of dissatisfaction with changes on X (formerly Twitter). As more users flock to this platform, some, like Jan Beger from GE HealthCare, describe it as a refreshing alternative to other social media spaces. While it’s not a completely pristine environment, it offers a sense of novelty and connection, akin to moving to a new neighborhood where the atmosphere feels more inviting and the community more engaged. This shift has drawn attention from a variety of professionals, including R…

Exploring Azure Managed Redis: Key Insights and Considerations Microsoft has been investing heavily in its cloud-native infrastructure, showcasing its vision for modern software development through tools like .NET Aspire and Radius. These technologies are part of a growing ecosystem designed to support cloud-native, distributed application development at scale, built around Kubernetes and associated tooling. This approach reflects Microsoft’s commitment to enabling developers to design scalable, efficient, and future-ready applications in the Azure cloud. Azure CTO Mark Russinovich has emphasized the overarching goal of making Azure a serverless-first platform. This strategy involves transitioning traditional infrastructure and tools into managed services, where…

Go 1.24 Introduces Generic Type Aliases and Enhanced Dependency Tracking Go 1.24, the upcoming version of Google’s widely used open-source programming language, has reached its release candidate stage, with the final version anticipated in February 2025. This update delivers significant enhancements, including full support for generic type aliases and improved tools for tracking executable dependencies in Go modules. These additions aim to streamline development workflows and extend the language’s capabilities. One of the standout features of Go 1.24 is comprehensive support for generic type aliases. In this release, a type alias can now be parameterized like a defined type, addressing…

GitHub Unveils Free Tier of Copilot AI to Expand Developer Access GitHub has introduced GitHub Copilot Free, offering developers a no-cost tier of its AI-powered pair programming assistant. Available through Microsoft’s Visual Studio Code (VS Code) editor, this move aims to make AI coding tools more accessible to a broader audience. The new tier was announced on December 18 and is designed to help developers boost productivity and streamline coding workflows without upfront costs. Copilot Free provides users with 2,000 code completions and 50 chat interactions per month. Developers can choose between advanced AI models like Anthropic’s Claude 3.5 Sonnet…

OpenAI Expands Developer Tools with Reasoning Model and API Upgrades On Tuesday, OpenAI announced the release of OpenAI o1, its advanced reasoning model, along with three new developer tools, marking a significant step in enhancing its enterprise appeal. According to Jason Andersen, VP and principal analyst at Moor Insights & Strategies, this move strategically positions OpenAI in the evolving enterprise market, where companies are increasingly favoring agentic applications over simpler chat-based solutions. Andersen described the release as a “smart move” that keeps OpenAI competitive in a landscape dominated by major players like AWS, Google, and Microsoft. Andersen also noted the…

Tabnine Introduces Licensing Checks for AI-Generated Code Tabnine, the AI coding assistant, has introduced a feature to help developers minimize intellectual property (IP) risks associated with generative AI output. The new capability, called Code Provenance and Attribution, enables enterprise teams to use large language models (LLMs) while reducing the chance of integrating restrictively licensed code into their projects. With this feature, Tabnine supports not only developers but also legal and compliance teams striving to maintain licensing integrity in their software development process. Announced on December 17 and currently in private preview, the feature allows Tabnine to cross-check AI-generated code with…

Kazakhstan is setting a new standard for urban security with its pioneering “Carpet CCTV” project, a comprehensive surveillance network that uses advanced analytics and artificial intelligence (AI) to proactively prevent crime and improve public safety. This ambitious initiative represents a shift away from traditional reactive security measures, instead focusing on real-time monitoring and prevention through a vast and sophisticated infrastructure. By blending cutting-edge technologies with an expansive network of cameras, Kazakhstan is leading the way in transforming how cities manage safety. The scale of the Carpet CCTV project is staggering. What began with a modest network of 40,500 cameras has…