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
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits Windows bias primarily by mentioning Windows-centric tools (Azure PowerShell) before Linux-friendly alternatives (Azure CLI), and by referencing PowerShell in related content without providing equivalent Linux shell or CLI examples. The main workflow is described using REST API calls, which are cross-platform, but there is a lack of explicit Linux command-line examples (e.g., curl, az CLI) and no mention of Linux-specific patterns or tools. The only tool-specific references are to PowerShell and the Azure portal, with CLI mentioned last in related content. There are no examples showing how to perform these REST API operations from a Linux shell environment.
Recommendations
  • Add explicit examples using Azure CLI for all major operations (assigning permissions, configuring backup, validating requests, deleting backup instances).
  • Provide sample curl commands for REST API calls to demonstrate usage from a Linux shell.
  • When listing tools or methods (e.g., 'Azure portal, PowerShell, or REST API'), mention Azure CLI alongside PowerShell, and alternate the order to avoid Windows-first bias.
  • Include a section or note clarifying that all REST API operations can be performed from any OS, and provide guidance for Linux/macOS users.
  • In related content, ensure parity by linking to both PowerShell and CLI guides, and consider providing Bash script examples for common tasks.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets