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 consistently presented alongside CLI and Portal, and in some sections, PowerShell is shown before ARM template examples. This may create a subtle Windows-first impression, especially since PowerShell is primarily a Windows tool (though available on Linux/macOS). No Linux-specific tools or shell examples (e.g., Bash scripts) are provided, but the Azure CLI commands are cross-platform and suitable for Linux/macOS users. There are no critical sections that are Windows-only, and all tasks can be completed using the CLI or Portal.
Recommendations
  • Clarify that Azure CLI commands are fully supported on Linux/macOS and are the recommended cross-platform approach.
  • Consider adding a brief note in the introduction or CLI sections highlighting CLI parity for Linux/macOS users.
  • If possible, provide Bash script snippets or mention that CLI commands can be run in Bash, zsh, etc.
  • Ensure PowerShell is not presented as the primary or default automation tool unless the feature is Windows-specific.
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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