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 Windows bias by providing only PowerShell examples for command-line operations and configuration steps, with no equivalent examples for Bash, Azure CLI, or other Linux-native tools. PowerShell is consistently presented as the primary or sole scripting interface, and Windows-centric tools and patterns (such as PowerShell cmdlets) are referenced throughout. REST API examples are included, but there is a lack of parity for Linux users who may prefer Bash or Azure CLI workflows.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line operations, including assigning managed identities, configuring Key Vault access policies, and updating encryption settings.
  • Include Bash script snippets for common tasks, especially those relevant to Linux automation environments.
  • Explicitly mention cross-platform support for Azure Automation and clarify that PowerShell is available on Linux, but users may also use Azure CLI or REST API.
  • Reorder sections or provide parallel examples so that Linux-friendly tools (Azure CLI, Bash) are presented before or alongside PowerShell, rather than after.
  • Reference documentation for Azure CLI and Bash where PowerShell modules are mentioned, to guide Linux users to equivalent resources.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
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