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This post shows you how to use Amazon Bedrock AgentCore Runtime with Model Context Protocol (MCP) support to connect Amazon Quick with AWS services through the AWS API MCP Server, creating a conversational AI assistant that translates natural language into AWS Command Line Interface (AWS CLI) commands, without the need …
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This post explores design considerations for architecting multi-tenant agentic applications and the framework needed to address SaaS architecture challenges with Amazon Bedrock AgentCore. Link to article: https://aws.amazon.com/blogs/machine-learning/building-multi-tenant-agents-with-amazon-bedrock-agentcore/
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In this post, you will learn how to implement Recursive Language Models (RLM) using Amazon Bedrock AgentCore Code Interpreter and the Strands Agents SDK. By the end, you will know how to process documents of varying lengths, with no upper bound on context size, use Bedrock AgentCore Code Interpreter as persistent …
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We're in the process of significantly improving memory safety in C#. The unsafe keyword is being redesigned to inform callers that they have obligations that must be discharged to maintain safety, documented via a new safety comment style. The keyword will expand from m Link to article: …
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In this post, we show you how OPLOG developed three AI agents using the Strands Agents SDK, deployed them to Amazon Bedrock AgentCore, and integrated Amazon Bedrock with Anthropic’s Claude Sonnet and Amazon Bedrock Knowledge Bases for Retrieval Augmented Generation (RAG). Link to article: …
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In this post, we demonstrate how to build an AI-powered recruitment assistant using Amazon Bedrock that brings efficiencies to candidate evaluation, generates personalized interview questions, and provides data-driven insights for human hiring decisions. This post presents a reference architecture for learning purposes …
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This solution combines the power of Amazon Bedrock AgentCore, Strands Agents, and Amazon Quick transforms to deliver a secure, scalable, and intelligent system for building and operating AI agents while transforming data into actionable business insights. Link to article: …
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We're excited to announce that the PowerShell packages for macOS are now properly notarized and hardened, meeting both Apple's security requirements and Microsoft's internal compliance standards. This has been one of the most consistently requested improvements from our macOS community, and we're gla Link to article: …
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Compare proxy vs decorator pattern in C# with side-by-side code examples, structural similarities, intent differences, and guidance on when to use each. Link to article: https://www.devleader.ca/2026/05/21/proxy-vs-decorator-pattern-in-c-key-differences-explained
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Kotlin turns 15 this year, and it really is everywhere. It powers systems behind everyday moments, such as tapping to pay, buying commuter rail tickets, using in-flight entertainment, and even filing tax returns online. As AI continues to reshape how software gets built, Kotlin’s growing real-world impact reflects the …
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Upgrade rhythms vary significantly among Kotlin’s user base. Some teams update whenever a new release lands without a second thought. On the other hand, a team inside a regulated organization moves on a multi-quarter cycle and treats every dependency as something that has to be reviewed, approved, and then frozen in …
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Today at KotlinConf 2026, we announced the Alpha release of the official Kotlin extension for Visual Studio Code. IntelliJ IDEA and Android Studio remain the most complete environments for Kotlin development. But not every Kotlin developer works there every day. Some prefer VS Code, or already have it as part of their …
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Introduction When multiple engineers on a team use AI coding tools independently — without shared context about the project's architecture or conventions — the output quality is inconsistent. One developer gets a well-structured endpoint; another gets generic boilerplate that needs to be rewritten. The AI is capable, …
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Making software accessible often comes down to removing small but repeated points of friction in everyday workflows. Today, on Global Accessibility Awareness Day, we’re sharing recent improvements in JetBrains IDEs across several areas: compatibility with assistive technologies on various platforms, keyboard …
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Your system has 500 users and also has 20 microservices, including the gauntlet of Kubernetes, a message broker, distributed tracing, multiple different databases, and a pretty dashboard that probably nobody looks at. Someone will ask the question: why is this so complicated for 500 users? And usually the answer is, …
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Learn to use PropertyInfo and MethodInfo in C# to read and write properties, invoke methods, and inspect types at runtime with practical .NET 10 examples. Link to article: https://www.devleader.ca/2026/05/20/propertyinfo-and-methodinfo-in-c-the-practical-developers-guide
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PowerShell is a critical automation and configuration platform across enterprises—and as that automation grows, how you source, validate, and distribute PowerShell packages becomes just as important as the scripts themselves. Modern security guidance increasingly treats package feeds as part of the software supply Link …
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Years of productivity-focused design are now visible in the data. Pragmatism has been central to Kotlin’s design from day one. The language prioritizes the developer’s convenience and productivity over academic purity or feature ambition. Developers describe working in Kotlin in a fairly consistent way: more time spent …
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If you’re building visual shopping, image or document understanding, or chart analysis, you need a way to verify whether your model’s response is actually grounded in the source image. A text-only evaluator cannot tell you whether a caption faithfully describes an image, whether an extracted invoice total matches the …
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Babu Annamalai and I have been working very hard on JasperFx Software‘s officially curated AI Skills for the “Critter Stack,” and I’m very pleased to announce today that these skills are officially open for business! Many of our support clients already have access, but as of today anyone interested is able to purchase …
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