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_tools
windows_first
powershell_heavy
Summary
The documentation is largely cross-platform and Kubernetes-focused, but there are subtle signs of Windows bias. Windows-specific domains (e.g., login.windows.net), references to Azure PowerShell, and the use of Azure CLI (which is cross-platform but often associated with Windows environments) are present. The documentation sometimes lists Windows tools (Azure PowerShell) before Linux-native equivalents, and troubleshooting/logging examples do not explicitly address Linux-specific nuances. However, the majority of command-line examples use Azure CLI and kubectl, which are cross-platform, and there is explicit mention that the Azure Policy Add-on for Kubernetes can only be deployed to Linux node pools. There are no overtly missing Linux examples, but the documentation could do more to highlight Linux-native workflows and tools.
Recommendations
  • When listing tools or commands, always mention cross-platform or Linux-native options first (e.g., Azure CLI before Azure PowerShell).
  • Where Azure PowerShell is referenced, provide equivalent Bash or shell commands for Linux users.
  • Clarify that Azure CLI and kubectl commands are cross-platform and provide explicit instructions for both Windows and Linux environments where paths, environment variables, or behaviors differ.
  • Avoid using Windows-specific domains or terminology unless strictly necessary; if used, clarify their relevance to all platforms.
  • Add troubleshooting/logging sections that address common Linux-specific issues (e.g., permissions, file paths, environment setup).
  • Explicitly mention that all examples work on Linux unless otherwise noted, and provide any necessary Linux-specific prerequisites or caveats.
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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
2026-01-11 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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Clean Clean
2025-08-24 00:00 #90 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
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 Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
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 Clean Clean
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 Clean Clean

Flagged Code Snippets

   - Azure PowerShell