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 (Azure PowerShell) commands are emphasized throughout, with feature registration and status checks shown first and in more detail than their Azure CLI equivalents. The PowerShell tab is present alongside CLI, REST, and Portal, but PowerShell is often referenced first in feature registration steps. There are no explicit Linux shell (bash) examples, and the CLI examples are not always as detailed as the PowerShell ones. The documentation also references Windows-centric tools and concepts (e.g., PowerShell, Azure PowerShell modules) more prominently than Linux-native equivalents.
Recommendations
  • Ensure that Azure CLI (bash/shell) examples are provided with equal detail and prominence as PowerShell examples, especially for feature registration and status checks.
  • When listing command-line options (PowerShell, CLI, REST), alternate the order or present CLI first to avoid 'windows_first' bias.
  • Explicitly mention that Azure CLI commands can be run natively on Linux/macOS and provide bash-style command snippets where appropriate.
  • Add a short section or note clarifying cross-platform support, including that all Azure CLI commands work on Linux, macOS, and Windows.
  • Where PowerShell is referenced, also provide equivalent bash/Unix shell commands for common administrative tasks (e.g., using az CLI for registration/status).
  • Review screenshots and UI references to ensure they are not Windows-specific unless necessary.
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
2026-01-12 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 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
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-12 00:00 #78 cancelled Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-07-19 13:51 #54 completed Clean Clean
2025-07-14 21:48 #50 completed Biased Biased
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