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 subtle Windows bias. For example, in the table, the only explicit tool-based deployment example is 'Deploy an Azure Firewall with Availability Zones using Azure PowerShell', with no mention of Linux CLI equivalents (e.g., Azure CLI or Bash). There is a general preference for Windows-centric tools (PowerShell) and terminology, and no Linux-specific or cross-platform command-line examples are provided. The ordering and selection of examples suggest a Windows-first approach, and Linux parity is lacking.
Recommendations
  • For every PowerShell-based guide or example, provide equivalent Azure CLI (az) or Bash examples to ensure Linux and cross-platform users are supported.
  • Where possible, use neutral, cross-platform tools (such as Azure CLI) in examples and documentation, or present both Windows and Linux approaches side-by-side.
  • Review all linked reliability guides to ensure that Linux and macOS users are not excluded by tool choice or instructions.
  • Explicitly mention cross-platform compatibility in introductory sections and link to platform-specific instructions where relevant.
  • Avoid using Windows-specific terminology or tools as the default unless there is no cross-platform alternative.
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Scan History

Date Scan Status Result
2026-01-20 00:00 #274 completed Clean Clean
2026-01-16 00:00 #258 completed Clean Clean
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 Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-08-17 00:01 #83 cancelled 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
2025-08-03 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
2025-07-25 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
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased