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
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively providing PowerShell examples for scripting and automation, with no mention of Linux-native tools or CLI alternatives. The instructions for agent console access are generic, but all automation and scripting guidance is Windows-centric, lacking parity for Linux users.
Recommendations
  • Provide equivalent examples using Azure CLI (az), which is cross-platform and commonly used on Linux and macOS.
  • Include instructions for configuring bandwidth limits using REST API calls or ARM templates, which are OS-agnostic.
  • Explicitly mention that PowerShell Core (pwsh) is available on Linux and macOS, and clarify any OS-specific requirements or limitations.
  • Add troubleshooting or setup notes for Linux environments, such as installing PowerShell Core or using native shell scripting.
  • Ensure screenshots and UI references do not assume Windows-only environments (e.g., avoid references to Outlook calendars unless relevant to all platforms).
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets