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
Summary
The documentation provides both Azure CLI and PowerShell examples for all operations, but PowerShell is featured equally alongside CLI and is presented in a way that may imply parity. However, PowerShell is a Windows-centric tool, and no explicit Linux/macOS shell examples (e.g., Bash, shell scripting) are given. The CLI examples are cross-platform, but PowerShell is given its own section and is not clearly marked as Windows-only. Additionally, in some sections, PowerShell appears immediately after CLI, which may subtly prioritize Windows tools.
Recommendations
  • Clarify that PowerShell examples are intended for Windows users, and Azure CLI is cross-platform.
  • Consider adding explicit Bash or shell script examples where relevant, or note that Azure CLI commands can be run in Bash, Zsh, or other Linux/macOS shells.
  • In tabbed sections, consider labeling PowerShell as '(Windows)' and CLI as '(cross-platform)' to reduce ambiguity.
  • If possible, add notes for Linux/macOS users about installing and using Azure CLI, and link to relevant documentation.
  • Ensure that CLI examples are always shown first, or at least clarify their cross-platform nature.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets