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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing examples and instructions for Windows PowerShell, referencing Windows-specific tools and cmdlets, and omitting any Linux or cross-platform CLI (such as Azure CLI or Bash) equivalents. The order of presentation also places Windows PowerShell before more platform-neutral options. There are no examples or guidance for starting runbooks from Linux environments or using non-Windows automation tools.
Recommendations
  • Add equivalent examples using Azure CLI (az automation runbook start ...) for Linux/macOS users.
  • Include Bash or shell script samples for interacting with Azure Automation via REST API.
  • Clarify that PowerShell Core is cross-platform and provide examples for running on Linux/macOS, if applicable.
  • Reorder sections to present platform-neutral methods (API, CLI) before Windows-specific tools.
  • Explicitly mention Linux support and provide troubleshooting or setup guidance for non-Windows 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
2026-01-12 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets