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Introduction: The Challenge In the early days of Microsoft Copilot Studio, our team noticed a recurring pattern. Across customer engagements, organizations were consistently struggling to integrate copilots with Azure AI Search. Organizations were consistently struggling to integrate copilot with Azure AI Search - not …
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This system card outlines the comprehensive safety measures implemented for GPT‑5.2-Codex. It details both model-level mitigations, such as specialized safety training for harmful tasks and prompt injections, and product-level mitigations like agent sandboxing and configurable network access. Link to article: …
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GPT-5.2-Codex is OpenAI’s most advanced coding model, offering long-horizon reasoning, large-scale code transformations, and enhanced cybersecurity capabilities. Link to article: https://openai.com/index/introducing-gpt-5-2-codex
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Connecting the Dots: How Graph Databases Drive Innova Link to article: https://devblogs.microsoft.com/cosmosdb/janusgraph-azure-cassandra-graph-databases
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In this post, we'll explore the new capabilities and core concepts that help organizations track and manage models development and deployment lifecycles. We will show you how the features are configured to train models with automatic end-to-end lineage, from dataset upload and versioning to model fine-tuning, …
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In this post, we demonstrate how to integrate Amazon SageMaker managed MLflow as a central repository to log these experiments and provide a unified system for monitoring their progress. Link to article: …
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DirectX12 shipped in 2015 with a simple goal: give developers more control so games run faster, look better, and scale across Windows PC and console. Over the last decade, DirectX 12 delivered on that promise. We added features and made it easier for developers to focus on gameplay & graphics by providing more …
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Aspire 13.1 - Our holiday gift to you 🎁 Before we head off for the holidays, we wanted to leave you with one more release. Aspire 13.1 is packed with improvements to make your AI coding assistants first-class citizens in your development workflow, along with CLI enhancements, dashboard refinements, and streamlined …
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We've been looking at how Windows performs automatic conversion between the three text formats CF_TEXT, CF_OEMTEXT, and CF_UNICODETEXT. The use of UTF-8 as the 8-bit character set is growing in popularity, and Link to article: https://devblogs.microsoft.com/oldnewthing/20251217-00/?p=111880
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AI is more like a megaphone than a magic wand. It amplifies what is already there. Whatever habits you bring to your workflow, good or bad, AI will turn up the volume. Every untested component, undocumented design, and ill-specified feature, to name a few, becomes louder when AI enters the mix. Teams with a clear […] …
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I normally write this out in January, but I’m feeling like now is a good time to get this out as some of it is in flight. So with plenty of feedback from the other Critter Stack Core team members and a lot of experience seeing where JasperFx Software clients have hit friction in the … Continue reading Critter Stack …
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Containers are the universal path to production for most developers, and Docker has always been the steward of the ecosystem. Docker Hub has over 20 billion monthly pulls, with nearly 90% of organizations now relying on containers in their software delivery workflows. That gives us a responsibility: to help secure the …
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MPS 2025.3 introduces a major overhaul of the JavaDoc language, significant changes to generator plans, and a major update to the reflective editor. It also enables keyboard actions in the Logical view and allows TextIcon to offer visually distinct variants for light and dark themes. DOWNLOAD MPS 2025.3 What’s new …
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The Kotlin ecosystem continues to grow among the world’s most recognized brands, including Meta, AWS, Duolingo, Uber, and others. At KotlinConf 2025, these companies took the stage to share practical, real-world engineering stories. KotlinConf is where developers can learn directly from the teams building products at …
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Email is a key part of how people get things done, whether it’s booking a reservation, confirming a package delivery, or managing a cab reservation. But as inboxes become increasingly cluttered, important transactional information often gets buried. Users are forced to open multip Link to article: …
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OpenAI is launching the OpenAI Academy for News Organizations, a new learning hub built with the American Journalism Project and The Lenfest Institute to help newsrooms use AI effectively. The Academy offers training, practical use cases, and responsible-use guidance to support journalists, editors, and publishers as …
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Developers can now submit apps for review and publication in ChatGPT, with approved apps appearing in a new in-product directory for easy discovery. Updated tools, guidelines, and the Apps SDK help developers build powerful chat-native experiences that bring real-world actions into ChatGPT. Link to article: …
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AWS Transform is an agentic service that accelerates modernization, including .NET applications. With it, you can transform .NET Framework Windows applications to cross-platform .NET and reduce operating costs up to 40% by running on Linux. For ASP.NET web applications, AWS Transform can port the UI layer to ASP.NET …
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DHH had a take on microservices in small teams that is getting a lot of attention. And while I agree with what he’s pointing out, all of these types of conversations miss what actually matters. This is not about microservices or a monolith or small teams. Now what’s implied here is microservices is much more… Read More …
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Picture this: Your enterprise has just deployed its first generative AI application. The initial results are promising, but as you plan to scale across departments, critical questions emerge. How will you enforce consistent security, prevent model bias, and maintain control as AI applications multiply? Link to article: …
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