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 exclusively providing PowerShell-based examples for command-line and scripting tasks, including REST API invocation and verification steps. No Linux shell (bash, Azure CLI, curl) examples are given, and Windows/PowerShell tools are mentioned first and exclusively. This limits accessibility for users on Linux or macOS platforms.
Recommendations
  • Add equivalent Azure CLI examples for all operations, especially for removing managed identities and verifying account status.
  • Provide REST API invocation examples using curl or httpie, which are available on Linux/macOS.
  • Include bash shell script snippets alongside PowerShell for variable assignment and file manipulation.
  • Mention cross-platform tools and approaches before or alongside Windows/PowerShell-specific methods.
  • Clarify that PowerShell Core is available on Linux/macOS, but still provide native Linux shell alternatives.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets