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
missing_linux_example
Summary
The documentation page references PowerShell cmdlets as a primary method for programmatically scaling Azure Cache for Redis, listing it before Azure CLI and REST API. There are no explicit Linux shell (bash) or cross-platform CLI examples, and PowerShell is mentioned without equivalent Linux-specific instructions. This ordering and lack of parity may suggest a Windows-centric bias.
Recommendations
  • Provide explicit bash/Azure CLI examples for Linux users alongside PowerShell examples.
  • List Azure CLI before PowerShell when describing cross-platform automation options, or present both equally.
  • Clarify that all programmatic methods (PowerShell, Azure CLI, REST API) are cross-platform, and link to Linux-specific usage guides where appropriate.
  • Avoid implying PowerShell is the default or preferred method unless justified by usage data.
GitHub Create Pull Request

Scan History

Date Scan Status Result
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean