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 configuration instructions for rolling upgrades with MaxSurge on Azure Virtual Machine Scale Sets. While the CLI example (az CLI) is cross-platform and shown before PowerShell, the PowerShell example is included and detailed, which may be seen as a mild Windows bias. However, there are no exclusive Windows tools or patterns, and Linux users can fully complete the task using the CLI or ARM template methods. The order of examples (CLI before PowerShell) and the inclusion of ARM templates help mitigate bias.
Recommendations
  • Explicitly mention that the Azure CLI commands work on Linux, macOS, and Windows.
  • Add a note clarifying that PowerShell examples are for Windows and PowerShell Core users, while CLI is recommended for Linux/macOS.
  • Consider including a Bash script example for Linux users, if relevant.
  • Ensure screenshots and UI references do not assume Windows-only environments.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Clean Clean
2026-02-17 00:00 #392 in_progress Clean Clean
2026-02-16 00:00 #388 in_progress Clean Clean
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 Clean Clean
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 Clean Clean
2026-02-09 00:00 #360 completed Clean Clean
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
2026-02-03 00:00 #336 completed Clean Clean
2026-02-02 00:00 #332 completed Clean Clean
2026-02-01 00:00 #328 completed Clean Clean
2026-01-31 00:00 #324 completed Clean Clean
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