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 enabling virtual network integration in Azure App Service. However, the PowerShell section is significantly more detailed, with step-by-step parameter preparation, delegation checks, and resource updates. PowerShell is a Windows-centric tool, and its prominence (with more granular instructions and notes) suggests a bias toward Windows users. There are no Linux shell (bash) examples, nor are Linux-specific tools or patterns mentioned. The CLI example is brief and lacks the depth of the PowerShell walkthrough.
Recommendations
  • Expand the Azure CLI section to include step-by-step instructions comparable to the PowerShell section, including parameter preparation, delegation checks, and resource updates.
  • Add bash shell examples for Linux users, demonstrating equivalent operations using Azure CLI.
  • Explicitly mention that both Azure CLI and PowerShell are cross-platform, but provide parity in example depth and troubleshooting notes for CLI users.
  • Include troubleshooting steps or common issues for Linux environments, if applicable.
  • Avoid assuming PowerShell as the default automation tool by balancing documentation coverage for CLI and shell scripting.
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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