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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for authentication and resource listing, but PowerShell examples are given equal prominence and detail, despite PowerShell being primarily a Windows tool. There are references to Visual Studio Code and PowerShell for template deployment, but no mention of Linux-native editors or tools. The documentation does not provide explicit Linux shell (bash) examples beyond Azure CLI, nor does it reference Linux-specific patterns or alternatives to Windows-centric tools. The order of examples sometimes places PowerShell before or alongside CLI, which may suggest Windows-first thinking. There are no explicit Linux or macOS-specific instructions or troubleshooting notes.
Recommendations
  • Add explicit bash shell examples for REST calls and authentication, especially for steps that use PowerShell.
  • Reference Linux-native editors (e.g., Vim, Nano) or cross-platform alternatives alongside Visual Studio Code.
  • Clarify that Azure CLI works cross-platform and is recommended for Linux/macOS users.
  • Provide troubleshooting notes or tips for Linux/macOS users where file paths, environment variables, or authentication flows may differ.
  • Avoid referencing PowerShell as the default or primary method; present Azure CLI or bash examples first when possible.
  • Include links to Linux/macOS installation guides for Azure CLI and other required tools.
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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