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 demonstrates a Windows bias by providing only Azure PowerShell command-line examples for scripting and automation, with no mention or examples of Azure CLI (which is cross-platform and preferred by many Linux users). The PowerShell sections are prominent and detailed, while there are no Bash, shell, or Linux-native instructions. The installation instructions and references are exclusively for PowerShell, and there is no guidance for Linux users on how to perform equivalent tasks. This may hinder Linux users or those who prefer non-Windows environments.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all scripting/automation tasks, including creating and managing managed identities.
  • Include Bash/shell command examples where appropriate, especially for ARM template deployments.
  • Explicitly mention that Azure CLI is cross-platform and provide installation links for Linux/macOS.
  • Structure sections so that Azure CLI and PowerShell examples are presented with equal prominence, or provide a tabbed interface for users to select their preferred environment.
  • Reference Linux tools and workflows where relevant, and avoid assuming PowerShell is the default or only scripting environment.
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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