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 parity for both Linux and Windows VMs when enabling Trusted launch, with clear notes and instructions applicable to both platforms. However, there is a mild Windows bias in the ordering and example tooling: PowerShell examples are shown alongside CLI and template methods, and PowerShell is referenced for ARM template deployment and VM deallocation, which is more common on Windows. Additionally, in several places, RDP (Windows) is mentioned before SSH (Linux) when verifying VM access.
Recommendations
  • Where PowerShell is used for generic Azure VM operations (deallocation, deployment), provide equivalent Bash or Azure CLI examples for Linux/macOS users.
  • When listing access methods (RDP/SSH), alternate or list SSH first in Linux-specific contexts.
  • Clarify that PowerShell commands can be run cross-platform (Windows, Linux, macOS) if true, or provide Bash/CLI alternatives.
  • Consider including Bash scripts for ARM template deployment and VM deallocation to improve Linux parity.
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Scan History

Date Scan Status Result
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
2026-01-26 00:00 #304 completed Biased Biased
2026-01-24 00:00 #296 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets