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 exclusively provides Azure PowerShell examples and instructions, assuming use of the Azure Cloud Shell in PowerShell mode. There are no CLI or Bash examples, and no mention of Linux/macOS-specific workflows or tools. This creates friction for users on Linux/macOS who may prefer Bash or the Azure CLI.
Recommendations
  • Add equivalent Azure CLI (az) examples for all deployment, update, and cleanup steps.
  • Explicitly mention that Azure Cloud Shell supports both Bash and PowerShell, and provide Bash instructions.
  • Clarify that the steps are not limited to Windows and can be performed on Linux/macOS using the Azure CLI.
  • Provide sample scripts for Bash and/or cross-platform shell environments.
  • Reorder examples so that CLI/Bash instructions are presented alongside or before PowerShell where appropriate.
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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
2026-01-11 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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets