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 is heavily focused on Windows PowerShell, with all code examples and tooling references using PowerShell cmdlets and syntax. There is no mention of Linux/macOS equivalents, Bash, or cross-platform scripting approaches. The retrieval of runbook output outside the Azure portal is only demonstrated using Windows PowerShell tools, and preference variables are described in the context of Windows PowerShell. No Linux-specific guidance or examples are provided, and Windows terminology and tools are used throughout.
Recommendations
  • Add examples using Azure CLI and Bash for retrieving runbook output and messages, especially for cross-platform users.
  • Clarify which features and cmdlets are available in PowerShell Core (cross-platform) versus Windows PowerShell, and note any limitations or differences for Linux/macOS users.
  • Include guidance for Python runbooks and how output streams are handled in non-PowerShell environments.
  • Provide parity in instructions for Linux/macOS users, such as using Azure CLI or REST API to retrieve job output.
  • Explicitly state platform requirements and limitations for PowerShell-based runbooks and retrieval methods.
  • Reorder examples so that cross-platform methods (Azure CLI, REST API) are presented before or alongside Windows PowerShell examples.
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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