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 bias towards Windows and PowerShell. All code examples for configuring Azure Automation encryption use PowerShell cmdlets, with no equivalent examples for Bash, Azure CLI, or cross-platform scripting. PowerShell is mentioned as a prerequisite, and Windows-centric tools and patterns are referenced exclusively or before REST API alternatives. There is no guidance for Linux/macOS users on how to perform these tasks using their native tools.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and commonly used on Linux/macOS.
  • Include Bash script samples for key operations, especially for steps like assigning identities and configuring Key Vault access policies.
  • Explicitly state that all operations can be performed via REST API, and provide curl or httpie examples for Linux/macOS users.
  • Add a section or callout for Linux/macOS users, clarifying tool choices and parity.
  • Reorder examples so that cross-platform options (Azure CLI, REST API) are presented before or alongside PowerShell.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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