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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell examples for command-line operations, without mentioning or providing equivalent instructions for Linux users (e.g., Azure CLI, Bash). All automation and scripting guidance relies on PowerShell, a Windows-centric tool, and there is no reference to Linux-native tools or cross-platform alternatives. The structure also presents Windows/PowerShell options before any mention of REST API or other platform-neutral approaches.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that PowerShell Core is available cross-platform, but also provide Bash/Azure CLI syntax for parity.
  • Include guidance for using REST API directly, with curl or other platform-neutral tools, especially for automation scenarios.
  • Where possible, provide side-by-side examples (PowerShell, Azure CLI, REST API) to ensure users on all platforms have clear instructions.
  • Clarify in introductory sections that both Windows and Linux users are supported, and link to platform-specific setup guides if needed.
GitHub Create Pull Request

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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets