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
windows_first
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias. The Azure portal (a GUI tool most commonly used on Windows) is presented first and in greatest detail, with multiple screenshots. Azure PowerShell (primarily a Windows-centric tool, though now cross-platform) is covered before Azure CLI, and with more extensive command examples and output. There is explicit mention of 'Windows Azure Service Management API' in the registration notes. No Linux-specific tools, shell scripts, or platform parity notes are provided. The CLI section (which is cross-platform and preferred on Linux) is present, but comes after PowerShell and is less detailed. No Bash or Linux-native workflow examples are given.
Recommendations
  • Add explicit Bash shell examples for common tasks (using az CLI) to demonstrate Linux parity.
  • Mention that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Reorder sections so that Azure CLI appears before Azure PowerShell, or present both together to avoid platform prioritization.
  • Include notes or links for Linux users regarding installation and usage of Azure CLI and PowerShell Core on Linux.
  • Reduce reliance on Azure portal screenshots, or supplement with CLI/script equivalents for headless/server environments.
  • Clarify that all operations can be performed from Linux, macOS, and Windows, and highlight any platform-specific caveats.
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
2026-01-12 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets