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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for obtaining access tokens and making REST API calls, but PowerShell is given equal or slightly more prominence than Linux-native tools. References to Visual Studio Code and PowerShell are present, with links to PowerShell-specific deployment guides. There are no explicit Linux shell script examples beyond Azure CLI/cURL, and Windows tools (PowerShell, Visual Studio Code) are mentioned before or instead of Linux alternatives.
Recommendations
  • Add explicit Bash shell script examples for REST API calls, especially for authentication and resource management.
  • Include references to Linux-native editors (e.g., Vim, nano) or cross-platform alternatives when discussing template editing, not just Visual Studio Code.
  • Ensure that Azure CLI examples are presented before PowerShell, or at least equally, to avoid Windows-first impression.
  • Provide links to Linux-specific deployment guides alongside PowerShell guides.
  • Mention that Azure CLI and cURL commands work natively on Linux, macOS, and Windows, to reinforce cross-platform applicability.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
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 Biased Biased

Flagged Code Snippets