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_tools
powershell_heavy
Summary
The documentation page shows a moderate Windows bias by referencing Azure PowerShell (AzPowershell) for authentication in the GitHub Actions workflow, without mentioning or providing alternatives for Linux-native tools (such as Azure CLI). The only authentication example uses PowerShell, which is more commonly associated with Windows environments, even though the runner is set to 'ubuntu-latest'. No explicit Linux shell or cross-platform authentication alternatives are shown.
Recommendations
  • Provide an example using Azure CLI (az login) for authentication, which is cross-platform and commonly used in Linux environments.
  • Mention that both AzPowershell and Azure CLI can be used, and link to documentation for both.
  • If showing a PowerShell-based example, also show a Bash/shell-based equivalent for parity.
  • Clarify that the authentication method is not limited to Windows or PowerShell, and recommend the most cross-platform approach by default.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets