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
Summary
The documentation page demonstrates a bias towards Windows and PowerShell by providing only PowerShell-based command-line examples for configuring Application Gateway with Key Vault certificates. There are no equivalent examples using Bash, Azure CLI, or Linux-native tools. References to scripting and automation are exclusively in the context of PowerShell, which is traditionally associated with Windows environments. The documentation also refers to the Azure portal and PowerShell before mentioning the Azure CLI or ARM templates, and does not provide Linux-specific guidance or parity in example commands.
Recommendations
  • Provide equivalent Azure CLI (az) command examples alongside PowerShell for all configuration steps, especially for referencing Key Vault secrets and configuring Application Gateway.
  • Include Bash script examples for automation tasks to cater to Linux users.
  • Explicitly mention that all steps can be performed on Linux, macOS, and Windows, and clarify any platform-specific considerations.
  • Reorder sections to present Azure CLI and PowerShell examples together, or alternate which is presented first.
  • Add a 'Platform compatibility' note indicating that PowerShell Core is available cross-platform, but also provide native Linux/Bash/CLI alternatives.
  • Ensure troubleshooting and error investigation steps include CLI and Bash options, not just portal or PowerShell.
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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
2026-01-12 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
2025-09-12 00:00 #109 completed Clean Clean
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 Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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