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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways. PowerShell is featured prominently as a first-class automation option, with detailed step-by-step instructions and examples. Many commands reference Windows-specific paths (e.g., D:\testFiles) and tools (PowerShell, Azure PowerShell modules), and there are no examples for Linux-native shells or scripting (such as Bash or shell scripts). The PowerShell tab is presented alongside Azure CLI and Portal, but Linux-specific nuances (such as using Bash, zsh, or Linux file paths) are absent. Additionally, references to local file operations use Windows conventions, and there is no mention of Linux equivalents or cross-platform considerations.
Recommendations
  • Add explicit Bash/shell examples for all CLI steps, including variable assignment and file operations, using Linux file paths (e.g., /home/user/testFiles/textfile.csv).
  • Clarify that Azure CLI commands work cross-platform, and provide Linux-specific setup instructions (e.g., installing Azure CLI on Ubuntu, using Bash variables).
  • For PowerShell examples, note that PowerShell Core is available on Linux and macOS, and provide guidance for running these commands in non-Windows environments.
  • Replace or supplement Windows file path examples (e.g., D:\testFiles) with Linux/macOS equivalents (/home/user/testFiles).
  • Add a section or note on cross-platform compatibility, including any differences in authentication, file system access, or environment setup between Windows and Linux.
  • Where local file operations are described, provide both Windows and Linux command examples (e.g., using cp, mv, or uploading files from Linux directories).
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets