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
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell instructions for configuring virtual network integration, but the PowerShell section is significantly more detailed, with step-by-step parameter preparation and multiple command blocks. PowerShell is a Windows-centric tool, and its prominence, along with the lack of Bash or Linux shell examples, indicates a Windows-first and PowerShell-heavy bias. There are no Linux-specific instructions or examples, and the documentation assumes familiarity with PowerShell patterns and tools.
Recommendations
  • Provide equivalent Bash or shell script examples for Linux users, especially for multi-step operations currently only shown in PowerShell.
  • Ensure that CLI examples are as detailed as PowerShell ones, including parameter preparation, validation, and advanced scenarios (such as cross-subscription integration).
  • Explicitly mention that Azure CLI is cross-platform and can be used on Windows, macOS, and Linux, and avoid assuming PowerShell as the default scripting environment.
  • Where possible, structure the documentation so that cross-platform (CLI/Bash) instructions appear before or alongside PowerShell instructions, not after.
  • Add notes or links to Linux-specific guidance or troubleshooting for common issues encountered on non-Windows platforms.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled 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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets