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There is a big difference between an AI assistant that summarizes a document and an AI agent that deletes a production resource because it “reasoned”… Link to article: https://build5nines.com/how-can-enterprises-prevent-agentic-ai-from-taking-the-wrong-action/
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Today we’re rolling out the first bug-fix for TeamCity On-Premises 2026.1 servers. This update addresses over 20 issues and performance issues, including: See TeamCity 2026.1.1 Release Notes for the complete list of resolved issues. Why update? Staying up to date with minor releases ensures your TeamCity instance …
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OpenAI launches Rosalind Biodefense, expanding trusted access to GPT-Rosalind for vetted developers and U.S. government partners advancing biodefense, public health, and pandemic preparedness through frontier AI. Link to article: https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense
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Azercell Telecom LLC, Azerbaijan's leading telecommunications provider, wanted to build an Azerbaijani large language model (LLM) on Amazon SageMaker AI for telecom use cases and a customer-facing chatbot. The challenge: adapting foundation models (FMs) to a morphologically rich language with limited training data and …
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Learn how to make C# reflection compatible with Native AOT in .NET 10 using DynamicallyAccessedMembers, RequiresUnreferencedCode, and trim-safe patterns. Link to article: https://www.devleader.ca/2026/05/28/making-reflection-native-aot-safe-in-net-10-dynamicallyaccessedmembers-guide
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In this post, you learn how to build a custom portal with embedded SageMaker AI MLflow Apps UI. You walk through the architecture pattern behind a React front end paired with a Flask reverse proxy that handles AWS Signature Version 4 (SigV4) authentication, deploy the entire stack through the AWS Cloud Development Kit …
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In this post, we demonstrate how to build a secure Flask-based MLflow proxy service that provides HTTPS access to Amazon SageMaker MLflow without requiring the MLflow SDK. This solution is for organizations undergoing cloud transformation who want to preserve their existing ML workflows while adopting cloud-native …
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This post combines learnings from LangChain’s work on evaluating deep agents and Anthropic’s guide to demystifying evals for AI agents into a practical guide. In this post, you will learn how to: 1) apply five evaluation patterns for deep agents, 2) build offline evaluations using pytest and LangSmith, and 3) configure …
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There’s and important Wolverine 6.1.0 enhancement release this week that follows up on the big Critter Stack 2026 wave with even more improvements to our “cold start” performance. Specifically today, I’d actually like to talk about how we improved and extended the command line diagnostics tools in the Critter Stack to …
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Agent evaluation is most powerful when you combine fast-moving online signals with stable offline baselines. To understand whether your agent is truly improving over time, you need a fixed benchmark alongside your changing real-world traffic. Managing test cases for evaluation baselines as a dataset in Amazon Bedrock …
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This post covers Opus 4.8's improvements and practical guidance for AI engineers integrating the model into agentic systems and production inference workloads on Amazon Bedrock. Link to article: https://aws.amazon.com/blogs/machine-learning/claude-opus-4-8-is-now-available-on-aws/
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May marks an important milestone in the SharePoint Framework journey and for the broader Microsoft 365 extensibility ecosystem. Most importantly, we reached general availability of SharePoint Framework 1.23, which represents a key step forward in our continued investment in a modern, stable, a Link to article: …
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Overview Today, we are pleased to announce Agility SDK 1.721-preview with new D3D features along with DXC 1.10.2605.4 adding VectorAccumulate to LinAlg in the existing Shader Model 6.10 preview. The previous 1.720-preview and SM 6.10 preview Link to article: …
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Development workflows span terminals, IDEs, background agents, and custom assistants. What matters is whether they draw from the same current source. Learn MCP Server gives any MCP-compatible agent direct access to current Microsoft documentation - one endpoint, noth Link to article: …
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Today we released PIX version 2605.28-preview, which can be downloaded here. This release complements the new D3D12 Agility SDK that was released today, version 72 Link to article: https://devblogs.microsoft.com/pix/pix-2605-28-preview
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End-to-end tests have a reputation problem. They're slow, they're flaky, and the moment you wire in a real cloud dependency, your CI builds become an exercise in waiting and retrying. Most teams I've talked to handle this one of two ways: they push everything down into integration tests and call it good (and lose …
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Learn what's new in Visual Studio Code 1.122 Read the full article Link to article: https://devblogs.microsoft.com/vscode-blog/visual-studio-code-1.122
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This post demonstrates that integration in action by automating one of the most labor-intensive workflows in financial services: anti-money laundering (AML) alert triage. You will build a triage workflow using Amazon Quick Flows and Snowflake Cortex, connected through the Amazon Quick Model Context Protocol (MCP) …
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If you work with Microsoft SQL regularly, the AI conversation right now probably feels a little exhausting. Every week brings a new platform, a new pattern, a new opinion about how you’re “supposed” to build AI apps. Most of it assumes you’ll start over. You don’t have to. We’re running SQL AI App in a Day workshops …
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Compare the template method vs strategy pattern in C# with side-by-side code examples showing when inheritance beats composition and vice versa. Link to article: https://www.devleader.ca/2026/05/28/template-method-vs-strategy-pattern-in-c-key-differences-explained
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