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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates mild Windows bias. Fiddler, a cross-platform tool, is presented first, but its usage is most familiar to Windows users and its UI instructions are Windows-centric. The browser DevTools instructions consistently list Windows keyboard shortcuts before macOS/Linux equivalents, and menu navigation is described in terms most familiar to Windows users. There is no mention of Linux-native GUI network trace tools (e.g., Wireshark), and the tcpdump section is brief and lacks parity with the Fiddler section (no export instructions, no GUI alternatives). No PowerShell examples are present, but the overall structure and ordering favor Windows tools and workflows.
Recommendations
  • Add Linux-native GUI tools (e.g., Wireshark) as alternatives to Fiddler, with installation and usage instructions.
  • Expand the tcpdump section to include instructions for exporting and analyzing traces, and mention tools for viewing .pcap files (e.g., Wireshark, tshark).
  • Present keyboard shortcuts and menu navigation for all platforms in parallel, not Windows-first.
  • Include more detailed Linux/macOS examples for network trace collection, including troubleshooting permissions and interface selection.
  • Where possible, balance the ordering of Windows and Linux/macOS instructions, or provide platform-specific subsections.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets