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
missing_linux_example
windows_first
windows_tools
Summary
The documentation provides step-by-step instructions for integrating NAT Gateway with Azure Firewall, offering examples via the Azure Portal and PowerShell. There is a strong bias toward Windows-centric tooling: all command-line examples use PowerShell, with no Bash/Azure CLI equivalents provided. PowerShell is presented as the only scripting option, and Windows tools/patterns (e.g., Get-Credential, PowerShell modules) are referenced exclusively. The structure consistently lists Portal and PowerShell tabs, omitting Azure CLI/Bash, which are preferred by Linux users. This results in missing Linux parity and a Windows-first experience.
Recommendations
  • Add Azure CLI (bash) examples for every PowerShell example, ensuring Linux users have direct, native instructions.
  • Include a CLI tab alongside Portal and PowerShell in all code sections.
  • Reference Azure CLI documentation and installation instructions in prerequisites, not just PowerShell.
  • Where authentication or credential management is discussed, provide Linux-native alternatives (e.g., SSH key generation, az login).
  • Review terminology and tool references to ensure cross-platform neutrality (e.g., avoid assuming Get-Credential or PowerShell modules are default).
  • Explicitly state that both PowerShell and Azure CLI are supported, and link to both sets of docs.
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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
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets