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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All command-line examples use Windows PowerShell, Windows paths, and Windows-specific tools (e.g., certutil.exe, Notepad, Windows Explorer). There are no Linux or macOS equivalents provided for certificate conversion, file editing, environment variable setting, or Python/CLI installation. The workflow and sample outputs are exclusively from Windows environments, and instructions for editing the hosts file and running scripts assume Windows-only tools and locations.
Recommendations
  • Provide equivalent Linux/macOS commands for certificate conversion (e.g., using openssl).
  • Include instructions for editing the hosts file on Linux/macOS (e.g., using nano or vi, and the /etc/hosts path).
  • Show how to set environment variables in Bash/zsh (e.g., export VAR=value) alongside PowerShell examples.
  • Demonstrate Python and Azure CLI installation and usage on Linux/macOS, including sample outputs.
  • Avoid assuming the user is on Windows by using generic paths and cross-platform instructions.
  • Add screenshots or references for Linux/macOS file locations and editors where relevant.
  • Explicitly mention cross-platform compatibility and provide links to platform-specific installation guides.
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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
2025-08-17 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