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 exclusively uses PowerShell examples and Windows-centric Azure PowerShell cmdlets (Az, AzureRM) for context switching in Azure Automation. There are no references to Linux-native tools, Bash, CLI, or cross-platform scripting approaches. The guidance and code samples assume a Windows/PowerShell environment, which may disadvantage Linux users or those using Azure CLI.
Recommendations
  • Add equivalent examples using Azure CLI (az) commands for context management and runbook authentication.
  • Include Bash or Python runbook snippets to demonstrate context switching in non-PowerShell environments.
  • Explicitly mention cross-platform support and clarify which recommendations apply to Linux-based runbooks.
  • Reference Linux tools and patterns (e.g., environment variables, service principals via CLI) alongside PowerShell guidance.
  • Reorder sections or provide parallel guidance so Linux/CLI approaches are presented equally or before Windows/PowerShell methods.
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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 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 Biased Biased

Flagged Code Snippets