Most enterprises claim to govern their AI use. They have policy documents, review boards, approval flows, and sandbox environments. On paper, control exists. Then agents enter real software delivery workflows. They generate code, refactor systems, open pull requests, query internal data, trigger automations, and …

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When to use Singleton pattern in C#: decision guide with examples, use cases, and scenarios where a single instance provides the most value. Link to article: https://www.devleader.ca/2026/03/19/when-to-use-singleton-pattern-in-c-decision-guide-with-examples

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Modern Java development often involves web technologies. To make this workflow more accessible and smoother, we’re making some core JavaScript, TypeScript, HTML, and CSS features – previously included with the Ultimate subscription only – available for free in IntelliJ IDEA v2026.1. JavaScript, TypeScript, HTML, CSS, …

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This article was written by an external contributor. Every technology has its misuses, and different ecosystems use different approaches to prevent them. In the Kotlin ecosystem, I believe the philosophy has always been to make APIs so good that correct usage is simple and intuitive, while misuse is harder and more …

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How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI safety safeguards. Link to article: https://openai.com/index/how-we-monitor-internal-coding-agents-misalignment

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Start builds, tail logs, and manage agents and queues – without switching windows. Whether you are debugging a failed build, managing build agents, or scripting your deployment pipeline (or your AI coding agent is doing so) – there are times when opening a browser is one step too many. TeamCity CLI is a lightweight, …

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We recently completed an 18-month journey building an event detection system at the edge with Azure IoT Operations (AIO). The goal was simple to describe but complex to execute: use a Vision Model to detect real-world events, then raise confidence by correlating that signal with other data sources—from indu Link to …

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Accelerates Codex growth to power the next generation of Python developer tools Link to article: https://openai.com/index/openai-to-acquire-astral

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It’s only a month since I’ve written an update on the Critter Stack roadmap, but it’s maybe worth some time on my part to update what I think the roadmap is now. The biggest change is the utter dominance of AI in the software development discourse and the fact that Claude usage has allowed us … Continue reading Critter …

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We're excited to announce the General Availability of PowerShell 7.6, the next Long Term Support (LTS) release of PowerShell. PowerShell 7.6 is built on .NET 10 (LTS), continuing the alignment between PowerShell and the modern .NET platform. PowerShell 7.6 includes reliability improvements across the Link to article: …

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Build a semantic search engine with Semantic Kernel in C#. Learn ITextEmbeddingGenerationService, VectorSearchOptions filter, and scored similarity search. Link to article: https://www.devleader.ca/2026/03/18/build-a-semantic-search-engine-with-semantic-kernel-in-c

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Authentication tokens exist to answer one question: is this caller authorized to do this? They are not intended to be a stable data interface, a schema you can depend on, or an input into application logic. If your application decodes tokens and reads claims from them, this is an important heads-up. Token C Link to …

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If you've ever loaded a map with dozens — or hundreds — of pins, you know the result: an overlapping mess that's impossible to interact with. Starting in .NET MAUI 11 Preview 2, the Map control supports pin clustering out of the box on Android and iOS/Mac Catalyst. Link to article: …

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You can now run an AI agent on your local machine and send it messages—all from azd, no portal required. What's new? The azure.ai.agents extension adds two commands: Link to article: https://devblogs.microsoft.com/azure-sdk/azd-ai-agent-run-invoke

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Remember when we announced the Public Preview of DiskANN vector indexes back in November and mentioned that once you created the index, your table became read‑only? Yeahâ Link to article: https://devblogs.microsoft.com/azure-sql/diskann-vector-index-improvements

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Learn what's new in Visual Studio Code 1.112 Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/visual-studio-code-1.112

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Learn what's new in Visual Studio Code 1.112 (Insiders) Read the full article Link to article: https://devblogs.microsoft.com/external-blogs/vs-code-1-112-insiders

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Handling Long-Running Operations with Background Responses AI agents powered by reasoning models can take minutes to work through complex problems — deep research, multi-step analysis, lengthy content generation. In a traditional request-response pattern, that means your client sits idle waiting for a connection that …

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We all know this, even if we don't like to admit it: modern infrastructure can scale infinitely, but human understanding doesn't. We've all seen it happen - organizations going from managing dozens of servers to thousands of containers, from deploying weekly to deploying hundreds of times per day, from serving …

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In this post, we walk you through the process of using the Nova Forge SDK to train an Amazon Nova model using Amazon SageMaker AI Training Jobs. Link to article: https://aws.amazon.com/blogs/machine-learning/kick-off-nova-customization-experiments-using-nova-forge-sdk/

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