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
windows_first
powershell_heavy
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for each query, but consistently lists Azure PowerShell (a Windows-centric tool) as a primary tab alongside Azure CLI. There are no Linux-specific shell examples (e.g., Bash with curl, jq, etc.), nor is there mention of Linux-native scripting or integration patterns. The CLI examples are cross-platform, but the presence and prominence of PowerShell may suggest a slight Windows bias.
Recommendations
  • Add explicit Bash/Linux shell examples using Azure CLI to demonstrate usage in a Linux environment (e.g., piping output to jq for parsing).
  • Clarify that Azure CLI is fully cross-platform and highlight its usage in Linux/macOS terminals.
  • Consider reordering tabs so that Azure CLI (the cross-platform tool) appears before PowerShell, or make CLI the default example.
  • Mention Linux-native automation options (e.g., scripting with Bash, using cron jobs) where relevant.
  • If PowerShell is shown, note that PowerShell Core is available on Linux, but provide examples of usage in both Windows and Linux contexts.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets