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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is featured prominently as a primary automation tool, with examples and links provided before Azure CLI equivalents in most cases. The use of PowerShell cmdlets and terminology is pervasive, and there are no references to Linux-native tools or shell environments (e.g., Bash, shell scripts). The documentation does not mention Linux-specific considerations or provide parity examples for Linux users beyond Azure CLI, which is cross-platform but not highlighted as such.
Recommendations
  • Explicitly state that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Provide Bash or shell script examples for scaling operations, especially for users who may not use PowerShell.
  • Add notes or sections addressing Linux-specific considerations, such as installation or usage of Azure CLI on Linux.
  • Balance the order of examples by presenting Azure CLI before PowerShell in some sections, or grouping them together as equivalent automation options.
  • Avoid language that implies PowerShell is the default or preferred automation tool; clarify that both PowerShell and Azure CLI are supported on all major platforms.
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Scan History

Date Scan Status Result
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 Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
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 Clean Clean
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 Biased Biased
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
2025-09-02 00:00 #99 cancelled Clean Clean
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-31 00:01 #97 cancelled Biased Biased
2025-08-30 00:01 #96 cancelled Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
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 Clean Clean

Flagged Code Snippets