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 command-line examples exclusively in Azure PowerShell, which is primarily a Windows-centric tool. There are no examples using Azure CLI (cross-platform) or Bash scripts, and the only command-line installation instructions reference PowerShell. The structure presents PowerShell before ARM templates, and Linux-native or cross-platform tooling is not mentioned. This may hinder Linux users or those preferring non-Windows environments from easily following the instructions.
Recommendations
  • Add equivalent Azure CLI (az) examples for all PowerShell command snippets, including resource creation and identity assignment.
  • Include Bash script examples where appropriate, especially for automation scenarios.
  • When listing command-line options, present Azure CLI before or alongside PowerShell to avoid the impression of Windows-first bias.
  • Explicitly mention that Azure CLI is cross-platform and provide links to its installation and usage guides.
  • Review and update installation instructions to include both PowerShell and Azure CLI, clarifying their platform compatibility.
  • Consider a dedicated section or tabbed code blocks for each major platform/tool (PowerShell, Azure CLI, ARM template) to ensure parity.
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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