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
Summary
The documentation page demonstrates a Windows bias primarily through the exclusive use of PowerShell for configuration examples (e.g., setting FlowTimeoutInMinutes), referencing Windows-centric tools (Power BI), and listing PowerShell-based guides before any Linux/CLI alternatives. There are no Bash, Azure CLI, or Linux-native command examples for managing or configuring NSG flow logs, and the only code sample for changing network settings uses PowerShell. This may make it less accessible for Linux users or those preferring cross-platform tooling.
Recommendations
  • Provide equivalent Azure CLI and/or Bash examples alongside PowerShell for all configuration and management tasks, especially for setting properties like FlowTimeoutInMinutes.
  • When listing guides or tools, ensure Azure CLI and cross-platform options are mentioned alongside or before PowerShell/Windows-specific ones.
  • Include references to Linux-compatible visualization tools (such as Kibana, or open-source alternatives) with equal prominence as Power BI.
  • Explicitly state when a procedure is platform-agnostic or provide platform-specific instructions for both Windows and Linux.
  • Audit all linked articles (e.g., 'Read flow logs using PowerShell functions') to ensure Linux/CLI parity and update links or content as needed.
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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