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_tools
windows_first
Summary
The documentation provides examples for Azure Portal, Azure CLI, and PowerShell, with PowerShell being featured as a primary scripting option alongside Azure CLI. PowerShell is a Windows-centric tool, and its usage is emphasized, including references to local PowerShell environments and Windows file paths (e.g., D:\testFiles\textfile.csv). There are no examples using Bash, Linux shell scripting, or cross-platform alternatives for file upload and management. The PowerShell examples assume a Windows environment, and the documentation does not provide parity for Linux users in terms of command-line examples or tooling.
Recommendations
  • Add Bash/Linux shell examples for all CLI operations, especially for file uploads and resource management.
  • Replace or supplement Windows file path examples (e.g., D:\testFiles\textfile.csv) with Linux equivalents (e.g., /home/user/testFiles/textfile.csv).
  • Clarify that Azure CLI commands work cross-platform and provide explicit instructions for Linux/macOS users where relevant.
  • Include guidance for using Azure Cloud Shell (Bash) and note its cross-platform nature.
  • Avoid assuming PowerShell is the default scripting environment; mention alternatives and provide links to Linux/macOS setup guides.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
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
2026-01-11 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 Biased Biased

Flagged Code Snippets