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 demonstrates a moderate Windows bias. PowerShell examples are provided in detail and are referenced before Azure CLI examples throughout the page. The testing section uses nslookup with Windows-style prompts (PS C:\>), and does not mention Linux alternatives or shell environments. The prerequisites and instructions reference Azure PowerShell and Cloud Shell prominently, with less emphasis on CLI or Linux-native tools. There is no mention of Linux-specific DNS utilities (e.g., dig), nor are Linux shell examples or command-line environments discussed.
Recommendations
  • Provide Linux shell examples alongside PowerShell, especially for DNS testing (e.g., show dig usage in addition to nslookup).
  • Avoid Windows-centric prompts (e.g., PS C:\>) in generic command examples; use neutral or Linux shell prompts (e.g., $) where possible.
  • Mention that Azure CLI is cross-platform and can be used in Linux/macOS environments, and provide instructions for installing/running CLI on those platforms.
  • Include references to Linux-native tools and environments in prerequisites and testing sections.
  • Balance the order of examples: alternate between PowerShell and CLI, or present CLI first in some sections to avoid 'windows_first' bias.
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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
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets