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

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.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-03 00:00 #100 completed ✅ Clean
2025-08-29 00:01 #95 completed ✅ Clean
2025-08-22 00:01 #88 completed ✅ Clean
2025-08-20 00:01 #86 completed ✅ Clean
2025-08-19 00:01 #85 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ✅ Clean
2025-08-09 00:00 #75 completed ✅ Clean
2025-08-08 00:00 #74 completed ✅ Clean
2025-08-03 00:00 #69 completed ✅ Clean
2025-08-01 00:00 #67 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-30 00:00 #65 completed ✅ Clean
2025-07-25 00:00 #60 completed ✅ Clean
2025-07-24 00:00 #59 completed ✅ Clean
2025-07-23 00:00 #58 completed ✅ Clean
2025-07-22 00:01 #57 completed ✅ Clean
2025-07-19 13:51 #54 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased