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 detailed PowerShell examples for all major configuration steps, referencing Windows-centric tools (Azure Az PowerShell module), and omitting equivalent examples for Linux users (e.g., Bash, Azure CLI). PowerShell is presented as the primary method for interacting with Azure Automation and Key Vault, with REST API calls as a secondary option. There is only a brief mention of Azure CLI in the context of revoking access, but no CLI or Bash examples are provided for the main workflows.
Recommendations
  • Add equivalent Azure CLI examples for all major workflows (assigning managed identity, configuring Key Vault access policy, reconfiguring encryption keys, etc.).
  • Include Bash script snippets to demonstrate how Linux users can perform these tasks.
  • Reference cross-platform tools (e.g., Azure CLI, SDKs) alongside PowerShell, and avoid presenting PowerShell as the default or only option.
  • Explicitly state that all operations can be performed from Linux/macOS environments, and provide guidance for those platforms.
  • Where images show PowerShell output, consider adding screenshots or sample outputs from CLI/Bash for parity.
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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