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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is used for several key examples (ARM template deployment, enabling encryption at host), and Windows-centric tools (PowerShell cmdlets, references to Undo-AzKeyVaultKeyRemoval) are mentioned explicitly. In some sections, PowerShell examples are given before or in addition to Azure CLI, and there are no equivalent Linux shell (bash) examples for ARM template deployment or other operations. The documentation assumes familiarity with Windows tooling and patterns, and does not provide parity for Linux users in all cases.
Recommendations
  • Add bash (Linux shell) examples for ARM template deployment and other operations currently only shown in PowerShell.
  • Ensure that Azure CLI examples are provided for all major operations, and consider presenting CLI examples before PowerShell to reflect cross-platform parity.
  • Reference Linux-native tools and workflows where possible, such as using curl, jq, or az CLI in bash scripts.
  • Clarify that all operations can be performed from Linux/macOS environments, and provide guidance for non-Windows users.
  • Avoid mentioning Windows-specific tools (e.g., PowerShell cmdlets) without also providing Linux alternatives.
GitHub Create Pull Request

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
2026-01-11 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets