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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page exhibits Windows bias in several areas. PowerShell is the only CLI tool shown for configuring NSG flow log properties (specifically, setting FlowTimeoutInMinutes), with no Bash, Azure CLI, or Linux-native examples. The troubleshooting and workflow sections reference PowerShell and Windows-centric tools first or exclusively. There are no explicit Linux or cross-platform command-line examples for managing or analyzing NSG flow logs, and the use of Windows tools (such as PowerShell and Power BI) is mentioned before or instead of Linux alternatives.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all configuration and management tasks, especially for setting properties like FlowTimeoutInMinutes.
  • Explicitly mention Linux-compatible tools and workflows for reading, exporting, and analyzing NSG flow logs (e.g., jq, grep, Azure CLI, Python scripts).
  • Ensure that visualization and export guides include Linux-first or cross-platform instructions, not just Power BI or Windows-centric tools.
  • Where possible, provide parity in troubleshooting steps for Linux users (e.g., using Azure CLI or REST API calls).
  • Review and update all references to tools and patterns to ensure Linux and cross-platform options are presented equally or before Windows-specific ones.
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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