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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing Azure PowerShell scripts for token generation and API calls, with no equivalent examples for Linux or cross-platform tools such as curl or bash. The instructions and screenshots are centered around the Azure Portal, which is primarily accessed via a web browser but is often associated with Windows workflows. There is no mention of Linux command-line alternatives, nor are there examples using platform-neutral tools. The PowerShell requirement is explicitly stated, and no parity is offered for Linux users.
Recommendations
  • Provide equivalent examples using curl and bash for token generation and API calls, suitable for Linux/macOS environments.
  • Add notes clarifying that the Azure Portal is accessible from any OS/browser, and highlight any CLI alternatives (e.g., Azure CLI commands) for steps that can be performed outside the portal.
  • Include troubleshooting steps or references for Linux users, such as handling authentication with open-source tools.
  • Ensure that examples are presented in a platform-neutral way, or provide both Windows (PowerShell) and Linux (bash/curl) options side-by-side.
  • Review and update any references to Windows-specific tools or workflows to include Linux equivalents where possible.
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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
2026-01-12 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
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-15 00:00 #51 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets