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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a significant Windows bias. Most administrative and provisioning steps rely on PowerShell cmdlets and Windows-centric tools (Teams PowerShell, Azure PowerShell modules, Teams Admin Center, Microsoft 365 Admin Center). There are no Linux or cross-platform CLI alternatives provided for key operations such as resource account provisioning, phone number assignment, or bot creation. Windows tools and patterns are mentioned exclusively and before any Linux equivalents (which are absent).
Recommendations
  • Provide equivalent examples using cross-platform tools such as Azure CLI, Microsoft Graph API, or REST endpoints for all administrative steps currently shown only with PowerShell.
  • Explicitly document which steps can be performed on Linux/macOS and provide instructions for those platforms.
  • Highlight any platform limitations and suggest workarounds or alternatives for non-Windows environments.
  • Include references to Teams and Microsoft 365 admin operations that can be performed via browser (where possible), and clarify OS requirements for each step.
  • Add sample scripts or code snippets using bash, curl, or other Linux-friendly tools for provisioning and configuration tasks.
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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
2025-09-04 00:00 #101 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
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets