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 page exhibits a moderate Windows bias. Azure PowerShell (a Windows-centric tool) is mentioned and exemplified before Azure CLI in several sections, including the main custom role example and input/output formats. PowerShell-specific commands and output formats are detailed, and the 'Next steps' section lists the PowerShell tutorial before the CLI tutorial. There is no explicit mention of Linux-specific shell usage or examples, and no guidance for Linux users regarding Azure CLI usage in Bash or other shells.
Recommendations
  • Alternate the order of PowerShell and CLI examples so that CLI (cross-platform) is presented first in some sections.
  • Add explicit examples or notes for using Azure CLI in Bash or other Linux shells, including sample commands and output.
  • Include a brief section or note clarifying that Azure CLI is fully supported on Linux and macOS, and link to installation guides for those platforms.
  • In the 'Next steps' section, list CLI and PowerShell tutorials together or alternate their order to avoid implicit prioritization.
  • Where PowerShell output is shown, consider also showing equivalent Bash/CLI output (e.g., using jq for JSON formatting).
  • Avoid referring to PowerShell as 'the easiest way' without qualifying that Azure CLI is equally easy and cross-platform.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed 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