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
missing_linux_example
Summary
The documentation page exhibits a Windows bias by relying exclusively on PowerShell for all examples and tooling, presenting Windows-specific instructions and outputs first, and omitting native Linux command-line alternatives. The packaging and inspection steps use Windows-centric paths and PowerShell cmdlets, with no mention of Linux-native tools or workflows. Linux examples are present but still require PowerShell, and there is no parity for using bash, shell scripts, or Linux-native utilities.
Recommendations
  • Provide equivalent Linux-native examples using bash, shell scripts, or common Linux utilities (e.g., zip/unzip, mv, ls) for compiling, packaging, and inspecting configuration artifacts.
  • Include Linux file system paths and outputs alongside Windows examples to illustrate cross-platform usage.
  • Clarify when PowerShell is required on Linux and offer guidance for users who prefer native Linux tools.
  • Present Linux examples before or alongside Windows examples to avoid 'windows_first' bias.
  • Document any platform-specific limitations or differences in workflows explicitly, and suggest best practices for Linux environments.
GitHub Create Pull Request

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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed 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
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets