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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways. PowerShell is the only command-line tool shown for configuring NSG flow log settings (e.g., setting FlowTimeoutInMinutes), with no equivalent Azure CLI, Bash, or Linux-native example. The reference to PowerShell (Set-AzVirtualNetwork) appears before any mention of other platforms, and there is no guidance for Linux users. The documentation also references tools like Power BI (a Microsoft/Windows-centric tool) before open-source or cross-platform alternatives, and does not provide parity in example commands or workflows for Linux environments.
Recommendations
  • Add Azure CLI examples (az network vnet update ...) alongside or before PowerShell for all configuration tasks, especially for setting properties like FlowTimeoutInMinutes.
  • Include Bash or shell script snippets where appropriate, to demonstrate cross-platform usage.
  • When listing visualization tools, alternate or balance the order (e.g., mention Grafana or Elastic Stack before or alongside Power BI) and provide links to Linux-friendly guides.
  • Explicitly state that all features and workflows are available on both Windows and Linux, and provide links to relevant Linux documentation.
  • Where PowerShell is referenced, add a note or section for Linux/macOS users with equivalent commands.
  • Ensure that troubleshooting and setup sections include steps for both Windows and Linux environments.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets