-
In this post, we will walk through the performance constraints and design choices by OARC and REMAP teams at UCLA, including how AWS serverless infrastructure, AWS Managed Services, and generative AI services supported the rapid design and deployment of our solution. We will also describe our use of Amazon SageMaker AI …
Read More -
Join us on December 9, 2025 between 9AM-1PM Pacific for .NET Day of Agentic Modernization! This is a free, one-day virtual event focused on the latest tooling, techniques, and guidance for modernizing your .NET applications. Whether you're upgrading legacy code, preparing for cloud workloads, Link to article: …
Read More -
In this post, we focus on one portion of the REM™ system: the automatic identification of changes to the road structure which we will refer to as Change Detection. We will share our journey of architecting and deploying a solution for Change Detection, the core of which is a deep learning model called CDNet. We will …
Read More -
This blog post introduces the new Amazon Nova model evaluation features in Amazon SageMaker AI. This release adds custom metrics support, LLM-based preference testing, log probability capture, metadata analysis, and multi-node scaling for large evaluations. Link to article: …
Read More -
In this post, we explore three essential strategies for successfully integrating AI into your organization: addressing organizational debt before it compounds, embracing distributed decision-making through the "octopus organization" model, and redefining management roles to align with AI-powered workflows. …
Read More -
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 …
Read More -
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 …
Read More -
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 …
Read More -
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
Read More -
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 …
Read More -
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 …
Read More -
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 …
Read More -
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: …
Read More -
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, …
Read More -
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: …
Read More -
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 …
Read More -
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 …
Read More -
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
Read More -
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 …
Read More -
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 …
Read More