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
Summary
The documentation provides configuration instructions for rolling upgrades with MaxSurge on Azure Virtual Machine Scale Sets. It includes examples for the Azure Portal, Azure CLI, PowerShell, and ARM templates. While the CLI and ARM template examples are cross-platform, the PowerShell example is Windows-centric, and PowerShell is presented as a primary method alongside CLI. Additionally, PowerShell is listed before ARM templates, which may subtly prioritize Windows tooling.
Recommendations
  • Clearly indicate that Azure CLI is cross-platform and suitable for Linux/macOS users, while PowerShell is Windows-centric.
  • Consider listing CLI examples before PowerShell to emphasize cross-platform accessibility.
  • Add explicit notes or guidance for Linux/macOS users, such as recommending Azure CLI or ARM templates.
  • If possible, provide Bash shell scripting examples for common tasks.
  • Ensure parity in documentation structure and visibility for Linux/macOS-friendly tools.
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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 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