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 both Azure CLI and Azure PowerShell examples for all major operations (attach, detach, move VM between scale sets). However, PowerShell examples are always present and shown alongside CLI, which is cross-platform, but PowerShell is primarily used on Windows. Additionally, PowerShell examples are more verbose and detailed, sometimes including extra parameters (e.g., networking setup) not shown in CLI. The ordering of examples is mostly CLI first, then PowerShell, which is good, but the presence of PowerShell throughout may signal a slight Windows bias. No Windows-only tools or patterns are mentioned, and Linux parity is generally good.
Recommendations
  • Ensure that all PowerShell examples are clearly marked as Windows-specific, since Azure PowerShell is primarily used on Windows.
  • Consider adding Bash shell script examples for Linux users, especially for more complex operations.
  • Where PowerShell examples include extra parameters (e.g., networking), ensure the CLI examples are equally detailed for parity.
  • Explicitly state that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • If possible, provide links or references to Linux/macOS-specific guidance for Azure VM management.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Biased Biased
2026-03-09 00:00 #472 in_progress Biased Biased
2026-03-08 00:00 #468 in_progress Biased Biased
2026-03-07 00:00 #464 in_progress Clean Clean
2026-03-06 00:00 #460 in_progress Clean Clean
2026-03-05 00:00 #456 in_progress Clean Clean
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Biased Biased
2026-03-02 00:00 #444 in_progress Biased Biased
2026-03-01 00:00 #440 in_progress Clean Clean
2026-02-28 00:00 #436 in_progress Clean Clean
2026-02-27 00:00 #432 in_progress Clean Clean
2026-02-26 00:00 #428 in_progress Biased Biased
2026-02-25 00:00 #424 in_progress Biased Biased
2026-02-23 00:00 #416 in_progress Clean Clean
2026-02-22 00:00 #412 in_progress Clean Clean
2026-02-21 00:00 #408 in_progress Clean Clean
2026-02-20 00:00 #404 in_progress Biased Biased
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 Clean Clean
2026-02-12 00:00 #372 in_progress Clean Clean
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 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

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