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 demonstrates a moderate Windows bias. Azure PowerShell examples (which are most commonly used on Windows) are consistently presented before Azure CLI examples. Instructions for opening terminals specify PowerShell first and reference Visual Studio Code, which is more popular on Windows. There is heavy use of PowerShell-specific syntax and escape characters, and explanations for JSON formatting focus on PowerShell conventions before Bash/Linux conventions. No Linux-specific tools or patterns (such as native Linux shells or editors) are mentioned, and the CLI examples are presented as secondary. There are no missing Linux examples, but the overall flow and tool selection favor Windows users.
Recommendations
  • Alternate the order of Azure PowerShell and Azure CLI examples, or present CLI first in some sections to balance exposure.
  • Explicitly mention Linux and macOS compatibility for Azure CLI, and provide instructions for opening terminals in those environments (e.g., Terminal on macOS, GNOME Terminal on Linux).
  • Include references to popular Linux editors (e.g., Vim, Nano) alongside Visual Studio Code.
  • Clarify that Azure CLI is cross-platform and can be used natively on Linux/macOS, not just via Git Bash on Windows.
  • Add notes on differences in escape characters and line continuation between PowerShell and Bash, and provide troubleshooting tips for Linux users.
  • Where PowerShell-specific syntax is explained, provide equivalent Bash/Linux explanations with equal detail.
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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 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