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
Summary
The documentation provides step-by-step instructions for both Azure Portal (GUI), PowerShell, and Azure CLI. However, PowerShell examples are given before Azure CLI, and there is no mention of Linux-specific tools or patterns (e.g., Bash scripts, Linux shell usage, or Linux-specific considerations). PowerShell is a Windows-centric tool, and its precedence in the documentation may signal a Windows bias. There are no explicit Linux examples or references to Linux environments, even though Azure CLI is cross-platform.
Recommendations
  • Provide explicit Bash or Linux shell script examples alongside PowerShell, especially for command-line operations.
  • Clarify that Azure CLI commands can be run on Linux, macOS, and Windows, and provide any Linux-specific notes if relevant (e.g., authentication, environment setup).
  • Alternate the order of PowerShell and Azure CLI examples, or default to Azure CLI first, as it is cross-platform.
  • Mention Linux tools (such as curl, jq, or bash scripting) where appropriate, especially for automation scenarios.
  • Add a note or section for Linux users, including any differences in workflow or troubleshooting tips.
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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 Clean Clean
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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
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
2025-09-05 00:00 #102 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean

Flagged Code Snippets