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 by prioritizing PowerShell as a deployment method, referencing Windows-centric tools and workflows (e.g., PowerShell scripts, virtual machines), and omitting explicit Linux or cross-platform alternatives for tasks such as OAuth authorization. The examples and instructions assume familiarity with Windows environments and do not provide equivalent Linux shell or automation examples.
Recommendations
  • Provide Bash or shell script equivalents for deployment and OAuth authorization tasks, especially where PowerShell scripts are referenced.
  • Clarify that Azure CLI is cross-platform and provide examples of using it on Linux/macOS, including any OS-specific considerations.
  • Mention and link to Linux-native automation tools (e.g., cron jobs, systemd services) where virtual machines and user sessions are discussed.
  • Ensure that instructions for continuous integration workers and pipelines include guidance for Linux agents, not just Windows VMs.
  • Where PowerShell is referenced, note that PowerShell Core is available cross-platform, and provide instructions for installing and using it on Linux/macOS.
  • Review and update sample scripts and links to include both Windows and Linux usage scenarios.
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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