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
missing_linux_example
Summary
The documentation provides Azure CLI, PowerShell, and ARM template examples for creating scale sets with Availability Zones. While the CLI and ARM template examples are cross-platform, PowerShell (Windows-only) is given equal prominence and detailed examples. The ARM template section links to both Linux and Windows quickstart guides, but the main walkthroughs and update instructions do not provide explicit Linux shell (bash) or macOS examples. Windows/PowerShell tooling is mentioned before Linux equivalents in some sections, and Linux-specific considerations (such as SSH keys or Linux admin users) are not highlighted outside the CLI example.
Recommendations
  • Add explicit bash shell examples for Linux/macOS users, especially for update operations and scale set management.
  • Clarify in each section which commands are cross-platform and which are Windows-only.
  • Ensure Linux and Windows quickstart links are presented together and with equal prominence.
  • Consider adding notes or callouts for Linux-specific configuration steps (e.g., SSH keys, admin username conventions).
  • Where PowerShell is used, provide equivalent bash/CLI commands for Linux/macOS users.
GitHub Create Pull Request

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 Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
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