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 PowerShell examples for configuring, monitoring, canceling, and restarting rolling upgrades on Virtual Machine Scale Sets. However, PowerShell examples are given equal prominence to CLI examples, and in some sections (such as the restart operation), PowerShell is shown after CLI but with detailed scripting. There is a slight 'windows_first' bias in that PowerShell is featured as a primary method alongside CLI, and no explicit mention is made of Linux/macOS shell environments (e.g., Bash), though the Azure CLI commands are cross-platform. No Windows-only tools or patterns are exclusively mentioned, and all tasks can be completed using Azure CLI, which works on Linux/macOS. There are no missing Linux examples, but the documentation could clarify CLI parity and avoid implying PowerShell is required.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and that PowerShell is optional.
  • Consider mentioning Bash or shell scripting for Linux/macOS users where appropriate.
  • Add a note in the PowerShell sections that these commands are for users who prefer PowerShell, and that all operations can be performed using Azure CLI on any OS.
  • Ensure that CLI examples are shown first or equally with PowerShell to avoid perceived prioritization of Windows environments.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets