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
windows_first
Summary
The documentation provides step-by-step instructions for associating Azure Batch accounts with a network security perimeter using the Azure portal, PowerShell, and Azure CLI. PowerShell examples are given in detail and are presented before Azure CLI examples, which may indicate a Windows-first and PowerShell-heavy bias. There are no explicit Linux shell (bash) or cross-platform scripting examples, nor is there mention of Linux-specific tools or patterns. The CLI examples are generic and cross-platform, but PowerShell is highlighted as a primary automation method, which may disadvantage Linux users.
Recommendations
  • Add bash shell scripting examples alongside PowerShell for each automation step.
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, and provide any OS-specific notes if needed.
  • Consider presenting Azure CLI examples before PowerShell to emphasize cross-platform parity.
  • Mention Linux-native automation options (e.g., bash, scripting with SDKs in Python) where appropriate.
  • Clarify that PowerShell examples are for Windows and PowerShell Core users, and provide equivalent bash or shell commands for Linux users.
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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 Biased Biased

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