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
Summary
The documentation provides both Azure CLI and PowerShell examples for all operations, but PowerShell is featured as a first-class option throughout, which is primarily a Windows tool. There is no mention of Linux-specific tools, shell patterns, or alternative scripting environments (e.g., Bash, curl, or REST via command line). The CLI examples are cross-platform, but the presence and parity of PowerShell examples may signal a Windows-centric approach. No explicit Linux bias or missing Linux examples are present, but the documentation does not acknowledge Linux-specific workflows or tools.
Recommendations
  • Add explicit Bash/curl/REST API examples for publishing events and managing resources, to demonstrate Linux-native workflows.
  • Include notes clarifying that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Consider adding example scripts for Linux automation (e.g., using Bash, jq, curl) alongside PowerShell.
  • Mention that PowerShell Core is available cross-platform, but clarify that many Linux users may prefer Bash or other native tools.
  • Ensure that any references to scripting or automation do not assume a Windows environment.
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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
2025-08-17 00:01 #83 cancelled 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