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 demonstrates a moderate Windows bias. PowerShell is featured prominently alongside Azure CLI, with PowerShell-specific commands and patterns shown in all deployment, review, and cleanup steps. In the cleanup section, the PowerShell command is incorrectly placed under the CLI tab, and PowerShell is often mentioned first or equally with CLI. There are no Linux-specific shell examples (e.g., bash), and the documentation assumes familiarity with PowerShell, a Windows-centric tool, rather than providing parity for Linux users.
Recommendations
  • Ensure that Azure CLI (bash) examples are given equal or greater prominence than PowerShell, as Azure CLI is cross-platform and more familiar to Linux users.
  • Correct tab labeling in the cleanup section to avoid confusion (PowerShell command is under CLI tab).
  • Add explicit bash shell examples and instructions for Linux/macOS users, including environment setup and command usage.
  • Clarify that both Azure CLI and PowerShell are cross-platform, but highlight bash usage for Linux users.
  • Avoid assuming PowerShell as the default scripting language; provide clear, parallel instructions for both environments.
  • Where possible, include screenshots or terminal output from both Windows (PowerShell) and Linux (bash) environments.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets