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_first
windows_tools
Summary
The documentation provides examples for Azure Portal, PowerShell, and Azure CLI, but PowerShell is given prominent attention throughout, including detailed prerequisites and installation instructions. PowerShell is a Windows-centric tool, and its usage is described in more detail than the Azure CLI, which is cross-platform. In several sections, PowerShell instructions and references appear before CLI, and there is a notable emphasis on Azure Cloud Shell and local PowerShell installation, both of which are more familiar to Windows users. There is also mention of Docker for CLI on Windows/macOS, but no explicit Linux-first or Linux-specific guidance. The documentation does not provide Linux-specific troubleshooting, nor does it mention Linux-native tools or patterns beyond the CLI.
Recommendations
  • Give Azure CLI equal or greater prominence than PowerShell, as it is cross-platform and preferred by many Linux users.
  • Add explicit instructions or notes for running Azure CLI on Linux, including installation and authentication steps.
  • Where PowerShell is mentioned, clarify that Azure CLI is fully supported and often preferred on Linux.
  • Include troubleshooting tips or common patterns for Linux environments, such as SSH key management, file permissions, and shell usage.
  • Avoid assuming Cloud Shell or PowerShell as the default; present CLI as the primary automation tool for cross-platform parity.
  • If mentioning Docker for CLI, also provide direct Linux installation instructions and highlight native package managers (apt, yum, etc.).
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Clean Clean
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 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

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