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 page references PowerShell before Azure CLI and REST API when discussing tools for adding the Exists operator or grouping expressions. This ordering and mention of PowerShell (a Windows-centric tool) first, with no explicit Linux/Bash examples or mention of cross-platform parity, suggests a mild Windows bias. However, Azure CLI (which is cross-platform) is also mentioned, and no examples are given, so the bias is limited to tool ordering and naming.
Recommendations
  • When listing tools, alternate the order (e.g., mention Azure CLI before PowerShell) or group them as 'Azure CLI, PowerShell, or REST API' to avoid Windows-first bias.
  • Explicitly state that Azure CLI is cross-platform and works on Linux, macOS, and Windows.
  • Where possible, provide example commands for both Azure CLI (Bash/shell) and PowerShell to ensure parity.
  • Avoid implying PowerShell is the primary or default tool for these operations.
  • Consider adding a note or section about using these features on Linux/macOS environments.
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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
2026-01-11 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
2025-09-10 00:00 #107 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