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 detailed PowerShell examples for backup and restore operations, with PowerShell shown first in each example section. While Azure CLI and REST API examples are also included, the PowerShell examples are more extensive and use Windows-centric tools (e.g., PowerShell cmdlets, variable syntax). There is no explicit Linux/macOS bias, but the ordering and depth of PowerShell examples may create friction for non-Windows users.
Recommendations
  • Present Azure CLI examples before PowerShell, or alternate their order to avoid Windows-first bias.
  • Expand Azure CLI examples to cover managed identity scenarios, matching the depth of PowerShell examples.
  • Explicitly mention that Azure CLI and REST API are cross-platform and suitable for Linux/macOS users.
  • Add notes clarifying that PowerShell Core is available on Linux/macOS, and provide guidance for those environments if relevant.
  • Ensure all example variable names and scripts are compatible with Bash syntax for CLI users.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-03-10 00:00 #474 in_progress Biased Biased
2026-03-09 00:00 #470 in_progress Biased Biased
2026-03-08 00:00 #466 in_progress Biased Biased
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 Clean Clean
2026-03-02 00:00 #442 in_progress Clean Clean
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 Biased Biased
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 Clean Clean
2026-02-22 00:00 #410 in_progress Biased Biased
2026-02-21 00:00 #406 in_progress Clean Clean
2026-02-20 00:00 #402 in_progress Clean Clean
2026-02-19 00:00 #398 in_progress Clean Clean
2026-02-18 00:00 #394 in_progress Clean Clean
2026-02-17 00:00 #390 in_progress Clean Clean
2026-02-16 00:00 #386 in_progress Clean Clean
2026-02-15 00:00 #382 in_progress Clean Clean
2026-02-14 00:00 #378 in_progress Clean Clean
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 Biased Biased
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 Clean Clean
2026-02-02 00:00 #330 completed Clean Clean
2026-02-01 00:00 #326 completed Clean Clean
2026-01-31 00:00 #322 completed Clean Clean
2026-01-30 00:00 #318 completed Clean Clean
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed 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
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets