Clear Thinking in Data, Cloud, and AI
Practical insights from real-world cloud, data, and AI engineering
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Why the Cloud & Integration Engineer Role Is AI-Resilient
As AI rapidly accelerates software development, many engineers are asking a reasonable question: “Will my role still matter in an AI-driven future?” For roles centered on feature development alone, that concern is valid. For Senior Cloud & Integration Engineers, the answer is clear: This role is not only resilient to AI — it becomes more…
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Azure Tenant vs Subscription vs Landing Zone (Plain English Guide)
If you work with Azure long enough, you’ll hear three terms used together—and often confused: They sound technical, but the ideas behind…
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Read more: Azure Tenant vs Subscription vs Landing Zone (Plain English Guide)Written by
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Building a FinOps Cost Intelligence Dashboard on Azure: From Raw Data to Operational Insight
Over the past few weeks, I built a FinOps cost intelligence workflow that ingests Azure daily cost data, stores it in Dataverse…
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Read more: Building a FinOps Cost Intelligence Dashboard on Azure: From Raw Data to Operational InsightWritten by
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The Microservices Trap
The Brutal Truth : Microservices are not a bandage for bad design If your code is a mess in one project, it…
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Read more: The Microservices TrapWritten by
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Most people still confuse AI Agents, Automations, and Chatbots
They use the terms interchangeably — but they are fundamentally different systems.If you want to build real AI products, not just demos,…
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RECENT POSTS
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Why the Cloud & Integration Engineer Role Is AI-Resilient
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Azure Tenant vs Subscription vs Landing Zone (Plain English Guide)
-
Building a FinOps Cost Intelligence Dashboard on Azure: From Raw Data to Operational Insight
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The Microservices Trap
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Most people still confuse AI Agents, Automations, and Chatbots
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The information on this weblog is provided “as is,” without warranties of any kind, and confers no rights. The content reflects my personal views and does not represent the thoughts, intentions, plans, or strategies of any organization with which I am affiliated. Discussion and differing viewpoints are welcome; however, I reserve the right to moderate or remove comments that are abusive, profane, rude, or anonymous. Please keep the conversation respectful and constructive.