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
windows_first
powershell_heavy
Summary
The documentation page demonstrates mild Windows bias by listing PowerShell as the first automation tool in several places (e.g., 'All capabilities that are available in the Azure portal are also available through PowerShell, the Azure CLI, REST APIs, and client SDKs.' and 'To create a resource group, use the Azure portal, PowerShell, the Azure CLI, or an ARM template'). PowerShell is a Windows-centric tool, and its precedence over Azure CLI (which is cross-platform and preferred by many Linux users) may subtly signal a Windows-first approach. However, Linux tools are not entirely omitted, and Azure CLI is mentioned alongside PowerShell.
Recommendations
  • Alternate the order of PowerShell and Azure CLI mentions, or list Azure CLI first to reflect its cross-platform nature.
  • Explicitly state that both PowerShell and Azure CLI are available on Windows, Linux, and macOS, and provide links to installation guides for each platform.
  • Where examples are given (in related documentation), ensure both PowerShell and Azure CLI examples are present, or link to pages with parity.
  • Consider adding a brief note about platform compatibility for each tool when first mentioned.
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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 Clean Clean
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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Clean Clean
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean