Azure Basics
VNets in Plain English
What a VNet is, why subnets matter, and the “why can’t my things talk to each other?” story.
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Short learning notes, practical guides, and project ideas.
Security
Identity First: Azure AD Concepts
Authentication vs authorisation, RBAC, least privilege — and how to avoid accidental chaos.
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How to Evaluate an AI Feature
Accuracy is not enough. Think latency, cost, safety, and user experience.
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Portfolio Project: AI Helpdesk
Build a helpdesk assistant with logging, permissions, and a feedback loop. Ship it properly.
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FinOps for Humans
How to avoid “surprise billing” and design cost-aware architectures.
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CI/CD Without Tears
Branches, approvals, environments, secrets, and why “works on my machine” is not a strategy.
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