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_tools
powershell_heavy
windows_first
Summary
The documentation page is generally cross-platform, with Azure portal and Azure CLI instructions that work on Linux, macOS, and Windows. However, there is mild Windows bias in the 'Import using the Device Update APIs' section, where PowerShell modules are highlighted as a sample method, and PowerShell is mentioned before Linux/macOS compatibility is clarified. Additionally, the use of PowerShell as a sample tool and the mention of 'PowerShell 5 or later for Linux, macOS, or Windows' may suggest a Windows-first approach, even though cross-platform support is noted. No Linux-specific tools (e.g., shell scripts, curl, or other common Linux utilities) are referenced, and PowerShell is the only command-line scripting example given for API usage.
Recommendations
  • Provide sample scripts or modules for Linux/macOS users using Bash, Python, or curl for API interaction, not just PowerShell.
  • When mentioning PowerShell modules, clarify cross-platform compatibility upfront and provide equal visibility to Linux-native alternatives.
  • List cross-platform tools (e.g., AzCopy, Azure Storage Explorer) before platform-specific tools, and ensure examples are balanced.
  • Consider adding explicit Linux/macOS examples for programmatic API usage, such as Python or Bash scripts.
GitHub Create Pull Request

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
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets