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_tools
windows_first
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal. While Azure CLI is cross-platform, the inclusion of Azure PowerShell (which is historically Windows-centric and still most commonly used on Windows) and the absence of Linux-specific shell examples (such as Bash or scripting with jq/curl) indicate a bias towards Windows users. Additionally, PowerShell is presented as a primary tab, reinforcing the Windows-first approach. There are no explicit Linux shell or tool examples, nor is there guidance for Linux-native workflows.
Recommendations
  • Add explicit Bash shell examples using az CLI, demonstrating output parsing with jq or similar Linux tools.
  • Clarify that Azure CLI commands work on Linux, macOS, and Windows, and provide platform-specific notes if needed.
  • Consider including examples for other cross-platform scripting environments (e.g., Python, REST API via curl) to improve parity.
  • Reorder tabs or provide equal prominence to Linux-native workflows alongside PowerShell.
  • Mention installation and usage differences for CLI and PowerShell on Linux vs Windows, if relevant.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets