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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell and Az/AzureRM cmdlets for all examples and recommendations, which are Windows-centric tools. There are no Bash, CLI, or Linux-native examples or references. The guidance assumes use of PowerShell and Windows patterns, and does not mention or prioritize Linux or cross-platform alternatives.
Recommendations
  • Add equivalent Azure CLI (az) examples for context management and runbook authentication, demonstrating how to avoid context switching issues in Bash or shell scripts.
  • Explicitly mention that Azure Automation supports Python and other runbook types, and provide guidance for those environments.
  • Clarify whether context switching issues apply to non-PowerShell runbooks, and if so, provide mitigation steps for those platforms.
  • Reorder sections or add notes to ensure Linux and cross-platform tools are given equal prominence as Windows/PowerShell tools.
  • Include troubleshooting examples and error messages for Linux or CLI-based runbooks, not just PowerShell.
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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

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