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
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. Most command-line examples and scripts are provided only for PowerShell, with no Bash, CLI, or Linux shell equivalents. Windows-centric tools and patterns (PowerShell, ARMClient with Windows file paths, MARS agent, DPM server) are referenced exclusively or before any cross-platform alternatives. There are no explicit instructions or examples for Linux users, and the workflow assumes familiarity with Windows environments and tooling.
Recommendations
  • Provide Azure CLI (az) and Bash examples alongside PowerShell for all command-line operations, including role assignment, private endpoint creation, and DNS management.
  • Reference cross-platform tools (e.g., Azure CLI, REST API via curl) before or alongside Windows-specific tools like PowerShell and ARMClient.
  • Include Linux-specific instructions for tasks such as DNS configuration, file uploads, and script execution (e.g., using scp, curl, or az commands).
  • Clarify that the process is applicable to both Windows and Linux VMs, and provide troubleshooting steps for Linux environments.
  • Offer guidance for using Linux-based backup agents or alternatives to MARS/DPM where possible.
  • Ensure all file path examples use cross-platform formats or provide both Windows and Linux path formats.
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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
2026-01-12 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
2025-09-16 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed 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