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Setting up Sentinel for Kubernetes Monitoring

A guide to using Microsoft Sentinel for monitoring the security of your containerized applications and orchestration platforms. Part 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by @singhabhi  and @Umesh_Nagdev , Security GBB Link to Part 1 Link to Part 2 Introduction  In part 1 and part 2 of this series, we discussed the […]

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Build Intelligent RAG For Multimodality and Complex Document Structure

The advent of Retrieval-Augmented Generation (RAG) models has been a significant milestone in the field of Natural Language Processing (NLP). These models combine the power of information retrieval with generative language models to produce answers that are not just accurate but also contextually enriched. However, as the digital universe expands beyond textual data, incorporating image

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Introducing Meta Llama 3 Models on Azure AI Model Catalog

In collaboration with Meta, today Microsoft is excited to introduce Meta Llama 3 models to Azure AI. Meta-Llama-3-8B-Instruct, Meta-Llama-3-70B-Instruct pretrained and instruction fine-tuned models are the next generation of Meta Llama large language models (LLMs), available now on Azure AI Model Catalog. Trained on a significant amount of pretraining data, developers building with Meta Llama 3

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Attackers exploiting new critical OpenMetadata vulnerabilities on Kubernetes clusters

Attackers are constantly seeking new vulnerabilities to compromise Kubernetes environments. Microsoft recently uncovered an attack that exploits new critical vulnerabilities in OpenMetadata to gain access to Kubernetes workloads and leverage them for cryptomining activity. OpenMetadata is an open-source platform designed to manage metadata across various data sources. It serves as a central repository for metadata

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New Microsoft guidance for the DoD Zero Trust Strategy

The Department of Defense (DoD) Zero Trust Strategy1 and accompanying execution roadmap2 sets a path for achieving enterprise-wide target-level Zero Trust by 2027. The roadmap lays out vendor-agnostic Zero Trust activities that DoD Components and Defense Industrial Base (DIB) partners should complete to achieve Zero Trust capabilities and outcomes. Microsoft commends the DoD for approaching

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Intelligent Load Balancing with APIM for OpenAI: Weight-Based Routing

Ever Since launch of ChatGPT, demand for OpenAI GPT Models has increased exponentially.Due such vast demand in short span of time, it’s been challenging for customer to get their desired capacity in their respective region. In that case my recommendation has been to deploy multiple OpenAI instance with S0 plan(Token-based-consumption Each OpenAI Models has its own

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Ingesting Non-Microsoft Cloud Security Data into Microsoft Sentinel for Government & DIB Customers

Clouds and FEDRAMP Before we dive into how to ingest data from AWS into Microsoft Sentinel, we need to understand what levels each cloud is FedRamp authorized to operate.  This is not a deep discussion on compliance, just a quick overview of what levels each cloud is authorized to operate at.  For specific compliance or

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Copilot is not available or is opening Edge. GeographicRegionFailed #AI #Copilot #edge

Already for some time I was a happy user of Copilot. I used some restrictions bypass as Copilot was not enabled for some regions. Suddely My copilot shortcut opens edge What and yes there is copilot but annoying What does Copilot say ? Region restrictions for Copilot can be a significant hurdle for users in

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An Enterprise Design for Azure Machine Learning – An Architect’s Viewpoint

1. Problem Statement Many Organisations want to create enterprise data science capability. The goals can include unlocking value from their data assets, reducing cost, and driving customer engagement. While many organisations have an initial capability, challenges can arise while “scaling and industrialization” into an enterprise service. This Point-of-view provides an opinionated design for a “fit

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Windows Insider build 26090 brings small changes for SMB

Heya folks, Ned here again. We continue to make SMB changes to Windows vNext and Windows Server 2025 based on customer feedback and last mile work. With the release of Windows 11 Insider Preview Build 26090 (Canary and Dev Channels), we have a few more small ones. Some of these were based on Insider feedback from customers –

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