This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Bias Types:
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page is generally platform-neutral but contains a few instances of Windows bias. It references Windows-specific tools and services (such as Windows Update, Windows Defender, and KMS activation for Windows VMs) without mentioning Linux equivalents or providing guidance for Linux-based deployments. Additionally, the only explicit mention of a management endpoint is for the Azure portal and PowerShell, with no mention of Azure CLI or other cross-platform tools. There are no Linux-specific examples or considerations, and Windows-related configurations are discussed without Linux parity.
Recommendations:
  • When referencing management endpoints, mention Azure CLI alongside PowerShell to provide cross-platform guidance.
  • For sections discussing Windows-specific services (e.g., KMS, Windows Update, Windows Defender), add notes or links about Linux equivalents (such as Linux VM activation, update mechanisms, and security tools) or clarify if these steps are not required for Linux.
  • Include examples or notes for Linux-based deployments where relevant, especially in sections about VM configuration and network requirements.
  • Ensure that any scripts or command-line instructions are provided for both Windows (PowerShell) and Linux (Bash/Azure CLI) where applicable.
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Scan History

Date Scan ID Status Bias Status
2025-09-15 00:00 #112 completed ❌ Biased
2025-08-15 00:01 #81 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased