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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a Windows bias by exclusively recommending and providing PowerShell scripts for automation, with no mention of Azure CLI, Bash, or Linux-native tooling. The 'automated scripts' section only references PowerShell, and the manual steps reference the Azure Portal (which is cross-platform, but the automation focus is Windows-centric). There are no Linux or cross-platform command-line examples, and the guidance implicitly assumes a Windows/PowerShell environment.
Recommendations:
  • Provide equivalent Azure CLI scripts/examples for all PowerShell automation steps, ensuring Linux and macOS users have parity.
  • Explicitly mention that automation can be performed using Azure CLI or ARM templates, not just PowerShell.
  • When referencing 'automated scripts', offer both PowerShell and Azure CLI/Bash options, and link to relevant documentation for each.
  • Ensure that any step recommending PowerShell also includes a Linux-friendly alternative, or at least acknowledges the option.
  • Consider reordering or presenting automation options in a neutral way (e.g., 'Use these scripts: PowerShell | Azure CLI'), rather than PowerShell-only.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ✅ Clean