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Introduction Web applications use counter operations to deliver interactive user experiences. Whether tracking social media engagement metrics or managing e-commerce inventory levels, these operations must be both reliable and scalable. This post walks you through two architectural patterns that deliver predictable …
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On November 24, 2025, Docker Hardened Images resolved CVE-2025-12735 in the Kibana project, which is the visualization and user interface layer for Elasticsearch. This CVE is a critical remote code execution vulnerability that scored 9.8 on the CVSS scale. While images from other hardened image vendors were still …
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You can now achieve significant performance improvements when using Amazon Bedrock Custom Model Import, with reduced end-to-end latency, faster time-to-first-token, and improved throughput through advanced PyTorch compilation and CUDA graph optimizations. With Amazon Bedrock Custom Model Import you can to bring your …
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Back in 2009, I noted that the "Prevent windows from being automatically arranged when moved to the edge of the screen" check box is a dreaded Link to article: https://devblogs.microsoft.com/oldnewthing/20251126-00/?p=111815
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Spring’s AOT engine has been around since the Spring Native days, but Spring Data never really benefited from it – until now. Repository infrastructure is one of the most dynamic parts of the framework, and for years it relied heavily on proxies, reflection, and queries generated at runtime. That flexibility has a …
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I’ve gathered the latest Kotlin highlights for you – from the Kotlin Reddit AMA and documentation updates to learning programs and Google Summer of Code 2025 projects. Whether you’re here to stay up to date or just looking for something interesting to explore, there’s plenty to dive into. Where You Can Learn More …
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In the previous article, we saw how to build a basic coding agent with list, read, write, and edit capabilities. Today, we’ll dive into how to extend the agents’ capabilities by creating additional tools within the Koog framework. As an example, we’ll be building an ExecuteShellCommandTool, teaching our agent to run …
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We're excited to announce that OData Model Builder 3.0.0 Preview 1 has been officially released and is available on NuGet: Microsoft.OData.ModelBuilder 3.0.0 Preview 1 This is a major release that brings the libr Link to article: …
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Amazon SageMaker AI now supports EAGLE-based adaptive speculative decoding, a technique that accelerates large language model inference by up to 2.5x while maintaining output quality. In this post, we explain how to use EAGLE 2 and EAGLE 3 speculative decoding in Amazon SageMaker AI, covering the solution architecture, …
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Thank you for your interest in the new Azure SDKs! We release new features, improvements, and bug fixes every month. Subscribe to our Azure SDK Blog RSS Feed to get notified when a new release is available. You can find links to packages, code, and docs on our Link to article: …
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Managing containers can be one of the most repetitive parts of modern development. Between remembering CLI commands, switching contexts, and digging through logs, it’s easy to lose focus on the actual code you’re building. The latest release of the VS Code Container Tools extension changes that by putting Copilot …
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In this post, we demonstrate how to migrate computer vision workloads from Amazon Lookout for Vision to Amazon SageMaker AI by training custom defect detection models using pre-trained models available on AWS Marketplace. We provide step-by-step guidance on labeling datasets with SageMaker Ground Truth, training models …
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OpenAI expands data residency for ChatGPT Enterprise, ChatGPT Edu, and the API Platform, enabling eligible customers to store data at rest in-region. Link to article: https://openai.com/index/expanding-data-residency-access-to-business-customers-worldwide
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Aspire 13.0 marks a major milestone, not just for the product, but for the vibrant community that helped shape it. This release includes meaningful contributions from community members across features, integrations, tooling, and documentation. We wanted to highlight some standout PRs from this release as a way to say …
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The AWS Customer Success Center of Excellence (CS COE) helps customers get tangible value from their AWS investments. We've seen a pattern: customers who build AI strategies that address people, process, and technology together succeed more often. In this post, we share practical considerations that can help close the …
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We're introducing bidirectional streaming for Amazon SageMaker AI Inference, which transforms inference from a transactional exchange into a continuous conversation. This post shows you how to build and deploy a container with bidirectional streaming capability to a SageMaker AI endpoint. We also demonstrate how you …
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Warner Bros. Discovery (WBD) is a leading global media and entertainment company that creates and distributes the world’s most differentiated and complete portfolio of content and brands across television, film and streaming. In this post, we describe the scale of our offerings, artificial intelligence (AI)/machine …
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In this post, we explore the complete development lifecycle of physical AI—from data collection and model training to edge deployment—and examine how these intelligent systems learn to understand, reason, and interact with the physical world through continuous feedback loops. We illustrate this workflow through …
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In this post, we explore how Amazon SageMaker HyperPod now supports NVIDIA Multi-Instance GPU (MIG) technology, enabling you to partition powerful GPUs into multiple isolated instances for running concurrent workloads like inference, research, and interactive development. By maximizing GPU utilization and reducing …
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Give your agents the power to remember Imagine your agent never asks the same question twice. Until now, most agents hav Link to article: https://devblogs.microsoft.com/foundry/introducing-memory-in-foundry-agent-service
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