Sad Tux - Windows bias detected
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

Detected Bias Types
powershell_heavy
windows_first
windows_tools
Summary
The documentation provides both Azure CLI and PowerShell examples for key operations, but PowerShell (a Windows-centric tool) is given equal prominence and dedicated tabs. There is no mention of Linux-specific tools or shell patterns (e.g., Bash scripting), and PowerShell is referenced before REST in some sections. The guidance for logging in references Connect-AzAccount (PowerShell) and az login (CLI), but does not mention Linux authentication nuances or alternatives. The 'Add private endpoint' section links to PowerShell before CLI and does not mention Linux-specific workflows.
Recommendations
  • Add explicit Bash shell examples alongside Azure CLI, demonstrating usage in typical Linux environments.
  • Clarify that Azure CLI is cross-platform and provide sample commands in Bash syntax (with environment variable usage, piping, etc.).
  • Include notes or examples for Linux authentication (e.g., using service principals, environment variables) where appropriate.
  • Ensure that CLI examples are presented before PowerShell, or provide a Linux-first workflow where relevant.
  • Reference Linux-native tools or scripting patterns where possible, and avoid implying PowerShell is the default for all users.
  • In sections linking to further documentation, ensure Linux and CLI resources are listed before or alongside PowerShell/Windows resources.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

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