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In this post, we show you how to build a comprehensive photo search system using the AWS Cloud Development Kit (AWS CDK) that integrates Amazon Rekognition for face and object detection, Amazon Neptune for relationship mapping, and Amazon Bedrock for AI-powered captioning. Link to article: …
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We're excited to announce improved Python support for the Azure Model Context Protocol (MCP) Server! Python developers can now install and run Azure MCP Server directly from PyPI using familiar tools like uvx and pip. Whether you're Link to article: …
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In this post, we demonstrate how to train CodeFu-7B, a specialized 7-billion parameter model for competitive programming, using Group Relative Policy Optimization (GRPO) with veRL, a flexible and efficient training library for large language models (LLMs) that enables straightforward extension of diverse RL algorithms …
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This post explores the implementation of Dottxt’s Outlines framework as a practical approach to implementing structured outputs using AWS Marketplace in Amazon SageMaker. Link to article: https://aws.amazon.com/blogs/machine-learning/generate-structured-output-from-llms-with-dottxt-outlines-in-aws/
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In this post, we are exciting to announce availability of Global CRIS for customers in Thailand, Malaysia, Singapore, Indonesia, and Taiwan and give a walkthrough of technical implementation steps, and cover quota management best practices to maximize the value of your AI Inference deployments. We also provide guidance …
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We’re excited to announce the availability of Anthropic’s Claude Opus 4.6, Claude Sonnet 4.6, Claude Opus 4.5, Claude Sonnet 4.5, and Claude Haiku 4.5 through Amazon Bedrock global cross-Region inference for customers operating in the Middle East. In this post, we guide you through the capabilities of each Anthropic …
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We started by exploring the signals the dialog manager uses for dismissing a dialog. Now we can use that information to customize the dismiss behavior. Let's start with a diagr Link to article: https://devblogs.microsoft.com/oldnewthing/20260224-00/?p=112082
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This post is from a decade old draft where I thought I would write a grand treatise about every bit of wisdom I could possibly impart to other developers. So let this be proof that I absolutely can still write about software development outside of promoting the “Critter Stack” if you give me a decade … Continue reading …
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Docker Captains are leaders from the developer community that are both experts in their field and are passionate about sharing their Docker knowledge with others. “From the Captain’s Chair” is a blog series where we get a closer look at one Captain to learn more about them and their experiences. Today we are …
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Master Builder pattern best practices in C#. Learn code organization strategies, interface design principles, dependency injection integration, and maintainability tips. Link to article: https://www.devleader.ca/2026/02/24/builder-pattern-best-practices-in-c-code-organization-and-maintainability
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This article was brought to you by Kumar Harsh, draft.dev. Where there is a CI/CD pipeline, there will be build logs. And while they’re important, anyone who’s stared at one knows the pain: thousands of lines of plain text, buried errors, and endless scrolling just to find out why something failed. What should be a […] …
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In this post I show how you can use MeterListener to listen to Instrument measurements, how to trigger Observable measurements, and how to aggregate values. Link to article: https://andrewlock.net/recording-metrics-in-process-using-meterlistener/
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Database schema and entity design are the pavement of most applications. If the entities are paved well, the application can provide great performance. Otherwise, it can lead to pitfalls. One key aspect of entity design is dealing with polymorphic relationships. EF Core supports several ways to implement inheritance, …
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As of February 2026, Databao Agent ranks #1 in the Spider 2.0–DBT benchmark. This ranking measures how well agents can operate in a real dbt project, including reading the repository, understanding what’s broken, implementing the missing models, and validating everything by actually running code. Our team ended up …
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In this post, we examine how Bedrock Robotics tackles this challenge. By joining the AWS Physical AI Fellowship, the startup partnered with the AWS Generative AI Innovation Center to apply vision-language models that analyze construction video footage, extract operational details, and generate labeled training datasets …
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Last year we published AI Dev Gallery, an open-source app full of interactive Windows AI examples. A common follow-up question from Electron developers has been: “How can we build similar on-device AI experiences in our Electron Link to article: …
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In this post, we explore how Sonrai, a life sciences AI company, partnered with AWS to build a robust MLOps framework using Amazon SageMaker AI that addresses these challenges while maintaining the traceability and reproducibility required in regulated environments. Link to article: …
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In this blog post, we demonstrate how Hexagon collaborated with Amazon Web Services to scale their AI model production by pretraining state-of-the-art segmentation models, using the model training infrastructure of Amazon SageMaker HyperPod. Link to article: …
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Hugging Face smolagents is an open source Python library designed to make it straightforward to build and run agents using a few lines of code. We will show you how to build an agentic AI solution by integrating Hugging Face smolagents with Amazon Web Services (AWS) managed services. You'll learn how to deploy a …
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Last time, we saw that GetAsyncKeyState is not the way to detect whether the ESC key was down at the time the current input Link to article: https://devblogs.microsoft.com/oldnewthing/20260223-00/?p=112080
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