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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for command-line operations, with no mention of Azure CLI or Bash scripting alternatives that are cross-platform and commonly used on Linux and macOS. Windows tools and patterns (such as PowerShell and its cmdlets) are mentioned exclusively and before any cross-platform alternatives. There are no Linux-specific or cross-platform command-line instructions, and the documentation does not acknowledge or guide users on how to perform these tasks outside of the Windows/PowerShell ecosystem.
Recommendations
  • Add equivalent Azure CLI examples (az apim ...) alongside or before PowerShell examples for all operations, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that both Azure PowerShell and Azure CLI can be used, and provide guidance for users on different operating systems.
  • Include Bash scripting examples where appropriate, especially for automation scenarios.
  • Where PowerShell is referenced, clarify its availability on Linux and macOS, or provide links to installation instructions for non-Windows platforms.
  • Review and update the documentation structure to avoid always presenting Windows/PowerShell first; consider leading with cross-platform tools or presenting them in parallel.
  • Ensure that all screenshots and UI references are not specific to Windows-only environments.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
2026-01-15 00:00 #254 completed Biased Biased
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Biased Biased
2025-07-30 00:00 #65 completed Biased Biased
2025-07-29 00:01 #64 completed Biased Biased
2025-07-28 00:00 #63 completed Biased Biased
2025-07-27 00:00 #62 completed Biased Biased
2025-07-26 00:01 #61 completed Biased Biased
2025-07-25 00:00 #60 completed Biased Biased
2025-07-24 00:00 #59 completed Biased Biased
2025-07-23 00:00 #58 completed Biased Biased
2025-07-22 00:01 #57 completed Biased Biased
2025-07-21 00:00 #56 completed Biased Biased
2025-07-20 00:13 #55 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets