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
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is featured prominently as a deployment method, with a dedicated section and example, and is referenced as a tool for OAuth authorization scripting. The use of PowerShell scripts for consent is suggested without mention of Linux alternatives. Windows-centric tools and patterns (PowerShell, virtual machines with browser sessions) are mentioned before or instead of cross-platform or Linux-native equivalents. While Azure CLI is included, Linux-specific scripting or deployment methods are not discussed, and PowerShell is presented as a primary automation solution.
Recommendations
  • Include Bash or shell script examples for deployment and OAuth authorization, especially for Linux users.
  • Mention cross-platform alternatives to PowerShell, such as Azure CLI or REST API, for scripting and automation tasks.
  • Clarify that Azure CLI commands work on both Windows and Linux, and provide explicit Linux usage notes where relevant.
  • If suggesting automation on virtual machines, note that Linux VMs can be used and provide guidance for Linux environments.
  • Ensure that scripting samples and recommendations are balanced between Windows and Linux, or explicitly state platform requirements.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets