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_first
windows_tools
Summary
The documentation provides both Azure CLI and PowerShell examples for all operations, but PowerShell is featured equally or slightly more heavily, and is referenced in several key steps (e.g., accepting Marketplace terms, recreating VMs) as the primary method. There is a subtle Windows bias in the use of PowerShell and Windows-centric terminology, with no explicit mention of Linux shell scripting or Linux-specific tools. The documentation does not provide bash or shell script examples, nor does it discuss Linux-specific patterns or considerations beyond referencing Azure Disk Encryption for Linux VMs.
Recommendations
  • Add bash/shell script examples alongside Azure CLI and PowerShell, especially for steps involving scripting or automation.
  • Explicitly mention that Azure CLI commands can be run natively on Linux/macOS, and provide guidance for Linux users where appropriate.
  • Where PowerShell is referenced as the primary method (e.g., accepting Marketplace terms), clarify that Azure CLI is cross-platform and provide equivalent CLI commands.
  • Include notes or sections highlighting any Linux-specific considerations, such as file system permissions, environment variables, or differences in command-line usage.
  • Review the order of examples to avoid always listing PowerShell first; alternate or lead with Azure CLI where possible, as it is more platform-neutral.
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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 Clean Clean
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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets