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 demonstrates a mild Windows bias, particularly in the ordering and depth of examples. In the VM-level monitoring section, Windows examples (Explorer, dir command, screenshots) are presented first and in greater detail, followed by Linux examples. In the CLI/PowerShell section, PowerShell screenshots and references are prominent, with no explicit Linux shell (bash) command-line examples or screenshots, even though Azure CLI is cross-platform. There are no exclusive Windows-only tools, but the documentation tends to prioritize Windows workflows and visuals.
Recommendations
  • Alternate the order of Windows and Linux examples in sections to avoid always presenting Windows first.
  • Provide equivalent bash/Azure CLI command-line examples and screenshots alongside PowerShell examples, especially in the CLI/PowerShell section.
  • Include more detailed Linux workflow descriptions and visuals where possible (e.g., showing Linux file manager properties for mapped drives, if applicable).
  • Explicitly state that Azure CLI commands work identically on Linux, macOS, and Windows, and show examples in a Linux terminal.
  • Where possible, balance the number of screenshots and depth of explanation between Windows and Linux sections.
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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
2026-01-12 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
2025-08-17 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