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 provides parity between Bash (Linux/macOS) and PowerShell (Windows) for most CLI-based instructions, but there is a noticeable Windows bias. PowerShell examples and instructions are given equal or sometimes greater prominence than Bash, and Windows-specific tools (PowerShell, Az.App module) are referenced frequently. In some cases, PowerShell instructions are more detailed (e.g., Log Analytics workspace setup), and prerequisites repeatedly mention installing Azure PowerShell. The documentation does not reference Linux-specific tools or patterns beyond Bash, and Windows-centric terminology (PowerShell, modules) appears before or alongside Bash. There are no explicit Linux-only examples or troubleshooting notes.
Recommendations
  • Ensure Bash instructions are always presented first, especially in mixed Bash/PowerShell tabs.
  • Add explicit Linux troubleshooting notes or references for common issues (e.g., permissions, shell differences).
  • Reference Linux-native tools or patterns where relevant (e.g., systemd, cron for automation, package managers for installation).
  • Clarify that Bash instructions are suitable for Linux/macOS and PowerShell for Windows, to avoid confusion.
  • Where PowerShell modules are required, note equivalent Bash/CLI alternatives and highlight cross-platform compatibility.
  • Consider adding a dedicated Linux section for advanced scenarios or common platform-specific issues.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets