We're implementing a significant update in our service affecting applications that modify sensitive email properties on non-draft email messages. These sensitive email properties include the subject, body, recipients, and a number of other properties when changed using any of the Link to article: …

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In this post, we walk you through how to implement a fully automated, context-aware AI solution using a serverless architecture on AWS. This solution helps organizations looking to deploy responsible AI systems, align with compliance requirements for vulnerable populations, and help maintain appropriate and trustworthy …

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Last year, AWS announced an integration between Amazon SageMaker Unified Studio and Amazon S3 general purpose buckets. This integration makes it straightforward for teams to use unstructured data stored in Amazon Simple Storage Service (Amazon S3) for machine learning (ML) and data analytics use cases. In this post, we …

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Today, we’re excited to announce the new Bidirectional Streaming API for Amazon Polly, enabling streamlined real-time text-to-speech (TTS) synthesis where you can start sending text and receiving audio simultaneously. This new API is built for conversational AI applications that generate text or audio incrementally, …

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Aspire 13.2 brings TypeScript AppHost support to the same application model that existing Aspire users already know. You still define resources, references, startup dependencies, endpoints, and deployment intent in code. You still get the same dashboard, service disc Link to article: …

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Introduction Does the choice of programming language affect how fast developers deliver code? This question matters for engineering teams evaluating technology stacks, yet it is notoriously hard to answer. Self-reported surveys suffer from recall bias, lines-of-code comparisons conflate conciseness with productivity, …

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Last time, we looked at how the owner of a dialog can take control just before the dialog box message loop goes idle. I said that I pulled a trick Link to article: https://devblogs.microsoft.com/oldnewthing/20260326-00/?p=112167

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Welcome to PhpStorm 2026.1! This release brings new PhpStorm MCP tools, new third-party agents inside your IDE, support for Git worktrees, and lots of other productivity-enhancing features for PHP and Laravel developers. Download PhpStorm 2026.1 PhpStorm MCP tools In PhpStorm 2025.2, we added an integrated MCP server …

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I get it. Most apps really are that simple. Typically, just CRUD. A user submits a form, you validate some data, save it in a database somewhere, and return a response. That is it. So is Event-Driven Architecture Overkill then? YouTube Check out my YouTube channel, where I post all kinds of content on Software …

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Agent-assisted development is quickly becoming a common mode of software development. New techniques are emerging to help LLMs generate code that matches your preferences and standards. One common approach is to create an AGENTS.md, CLAUDE.md, or GEMINI.md file with project details, build instructions, and coding …

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I’m working pretty hard this week and early next to deliver the CritterWatch MVP (our new management and observability console for the Critter Stack) to a JasperFx Software client. One of the things we need to do for testing is to fake out several failure conditions in message handlers to be able to test CritterWatch’s …

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Master the observer design pattern in C# with practical code examples, event-driven architecture guidance, and real-world use cases. Link to article: https://www.devleader.ca/2026/03/26/observer-design-pattern-in-c-complete-guide-with-examples

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RubyMine 2026.1 is here! This release brings a range of improvements aimed at making Ruby and Rails development faster and more enjoyable. You can get the new build from our website or via the free Toolbox App. Let’s take a look at the highlights of this release. AI RubyMine continues to evolve as an open platform that …

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GoLand 2026.1 helps you keep your Go code modern and your workflow efficient. This release introduces guided syntax updates for Go 1.26, making it easier to adopt new language improvements across your entire codebase. It also expands AI capabilities with support for additional agents, and brings several productivity …

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GitHub Copilot, Cursor, and Other Agents in the AI Chat, Support for Custom Project Formats, DAP Debugging via TCP, and More CLion 2026.1 focuses on stability and improving the existing functionality, but that didn’t stop us from shipping some exciting new features. Most notably, you can now use more agents directly in …

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The landscape of AI development has evolved dramatically. Modern intelligent agents require real-time web access to provide accurate, grounded responses. With the retirement of direct Bing Search API access, developers must transition from direct Link to article: …

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Build an interactive coding agent with GitHub Copilot SDK in C#. Learn persistent CopilotSession management, file read/write tools, run_dotnet_build feedback, and the REPL agent loop. Link to article: https://www.devleader.ca/2026/03/25/build-an-interactive-coding-agent-with-github-copilot-sdk-in-c

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In this post, we explore how the multimodal foundation models (FMs) of Amazon Bedrock enable scalable video understanding through three distinct architectural approaches. Each approach is designed for different use cases and cost-performance trade-offs. Link to article: …

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In this series of posts, you will learn how streaming architectures help address these challenges using Pipecat voice agents on Amazon Bedrock AgentCore Runtime. In Part 1, you will learn how to deploy Pipecat voice agents on AgentCore Runtime using different network transport approaches including WebSockets, WebRTC …

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In this post, we walk through the end-to-end workflow of using RFT on Amazon Bedrock with OpenAI-compatible APIs: from setting up authentication, to deploying a Lambda-based reward function, to kicking off a training job and running on-demand inference on your fine-tuned model. Link to article: …

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