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 example commands for Azure portal, Azure CLI, and Azure PowerShell in all relevant sections. PowerShell examples are present throughout, and in some cases, PowerShell is listed before CLI in the metadata and custom tags. However, the CLI (which is cross-platform) is always present, and there are no steps that are Windows-only. There is a slight ordering bias in metadata and custom tags, and the inclusion of PowerShell in every example may signal a slight preference for Windows tooling, but Linux/macOS users are fully supported.
Recommendations
  • Ensure that Azure CLI examples are always listed before or alongside PowerShell examples, especially in metadata and custom tags.
  • Explicitly note that both Azure CLI and PowerShell are cross-platform, but CLI is often preferred for Linux/macOS users.
  • Consider providing Bash shell scripting examples for common migration automation tasks to further improve Linux parity.
  • In the documentation body, alternate the order of CLI and PowerShell tabs to avoid perceived preference.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-03-07 00:00 #462 in_progress Biased Biased
2026-03-06 00:00 #458 in_progress Biased Biased
2026-03-05 00:00 #454 in_progress Biased Biased
2026-03-04 00:00 #450 in_progress Biased Biased
2026-03-03 00:00 #446 in_progress Biased Biased
2026-03-02 00:00 #442 in_progress Biased Biased
2026-03-01 00:00 #438 in_progress Biased Biased
2026-02-28 00:00 #434 in_progress Biased Biased
2026-02-27 00:00 #430 in_progress Clean Clean
2026-02-26 00:00 #426 in_progress Biased Biased
2026-02-25 00:00 #422 in_progress Biased Biased
2026-02-23 00:00 #414 in_progress Biased Biased
2026-02-22 00:00 #410 in_progress Clean Clean
2026-02-21 00:00 #406 in_progress Biased Biased
2026-02-20 00:00 #402 in_progress Clean Clean
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Biased Biased
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Clean Clean
2026-02-08 00:00 #354 completed Clean Clean
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Clean Clean
2026-02-03 00:00 #334 completed Biased Biased
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets