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 page heavily relies on Windows PowerShell examples and tools, such as PSCredential, Get-AutomationPSCredential, and Az modules. All code samples are in PowerShell, with no mention of Bash, Python, or Linux/macOS alternatives. The instructions for creating credential assets and managing Azure resources are exclusively PowerShell-based, and Windows terminology is used throughout. There is no guidance for Linux/macOS users or cross-platform scripting.
Recommendations
  • Add equivalent Bash or Python examples for credential asset creation and Azure authentication, using Azure CLI or SDKs.
  • Clarify whether Azure Automation runbooks can be authored in languages other than PowerShell and provide links or examples if so.
  • Mention cross-platform tools (e.g., Azure CLI, REST API, Python SDK) where applicable, and note any limitations.
  • Explicitly state if certain steps are PowerShell-only and provide guidance for Linux/macOS users on alternatives or workarounds.
  • Reorder sections to avoid always presenting Windows/PowerShell solutions first.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #237 in_progress Clean Clean
2026-02-11 00:00 #233 in_progress Clean Clean
2026-02-10 00:00 #229 completed Biased Biased
2026-01-25 00:00 #165 completed Biased Biased
2026-01-24 00:00 #161 completed Biased Biased
2026-01-23 00:00 #157 completed Biased Biased
2026-01-13 06:17 #107 completed Biased Biased
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets