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
Summary
The documentation page demonstrates Windows bias by consistently listing PowerShell examples alongside Azure CLI and Portal, and by referencing Microsoft Teams and Azure Automation (which are Windows-centric tools) in its tutorials. PowerShell is mentioned as a primary method for quickstarts, and Windows tools/patterns (e.g., Automation runbooks, Teams integration) are highlighted, while Linux-specific examples or tools are absent. The ordering of examples often places PowerShell before or alongside CLI, rather than prioritizing cross-platform or Linux-native approaches.
Recommendations
  • Add explicit Linux shell (bash) examples for all quickstarts and tutorials, ensuring parity with PowerShell.
  • Include references to Linux-native tools and workflows, such as curl, wget, or bash scripts, for webhook consumption and event handling.
  • Reorder example listings to place cross-platform (CLI, REST, bash) examples before Windows-specific (PowerShell) ones.
  • Provide guidance on integrating with Linux-based automation and notification systems (e.g., cron jobs, Slack, email via sendmail) in addition to Microsoft Teams.
  • Clarify that Azure CLI is cross-platform and highlight its use on Linux environments.
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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 Clean Clean

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