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Azure ML Pipelines + Azure DevOps: CI/CD for ML with Terraform 🔁

Manual ML retraining is a reliability risk. Azure ML Pipelines orchestrates the ML workflow while Azure DevOps automates testing, validation, and depl…

azureaidevopsmachinelearning
Dev.to Apr 25, 2026, 07:00 UTC
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5 Ways Azure AI Search is Revolutionizing Enterprise RAG Architectures

In the rapidly evolving landscape of Generative AI, the transition from experimental Proof of Concepts (POCs) to production-grade applications is the …

azureragvectorsearchgenerativeai
Dev.to Apr 25, 2026, 06:03 UTC
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I shipped a DevSecOps tool in 2026 with zero LLM calls. On purpose. I think determinism still wins.

Let me get one thing out of the way before the comments section catches fire. I am not a luddite. I use AI all day. This article was outlined in Curso…

devopsterraformazureaws
Dev.to Apr 22, 2026, 18:24 UTC
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Integrate a Copilot Studio Agent into an Existing .NET App Using Agents SDK

Introduction If your application already has an API, the fastest way to add AI is to integrate an agent created using Microsoft Copilot studio. Micros…

dotnetcopilotstudioaiazure
Dev.to Apr 19, 2026, 17:16 UTC
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Running Azure Functions in Docker: Why and How

Azure Functions Beyond the Basics Continues from Azure Functions for .NET Developers (Parts 1-9) Part 1: Running Azure Functions in Docker: Why and Ho…

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Dev.to Apr 17, 2026, 05:23 UTC
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Why Companies Actually Use Multi-Cloud (And When You Shouldn't) — 2026 Strategy Guide

The short answer: companies use multi-cloud for seven specific reasons — and five of them have nothing to do with technology. Most of the "multi-cloud…

devopsawsgcpazure
Dev.to Apr 16, 2026, 02:17 UTC
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Running Terraform against Azure locally, without a subscription

This posts explains how Terraform is integrated with Topaz - Azure emulator for local development and testing. You can check it here . Every Terraform…

azureterraformtesting
Dev.to Apr 14, 2026, 10:16 UTC
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Multi-Cloud Identity Federation

Introduction Six months ago, managing AWS access for 50+ developers was slow, manual, and error-prone. New hires waited days for access. Leavers somet…

automationawsazuresecurity
Dev.to Apr 13, 2026, 20:14 UTC
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Building an Enterprise-Ready SonarCloud Dashboard with Streamlit & Azure

The Catalyst: Chasing KPIs Without an Enterprise License We’ve all been there: SonarCloud gives you fantastic insights for a single repository, but th…

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Dev.to Apr 10, 2026, 17:37 UTC

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