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
windows_tools
Summary
The documentation page shows mild Windows bias, primarily through the inclusion of a PowerShell tutorial and the use of Microsoft Teams as an automation target. The tutorials list PowerShell before Linux-friendly alternatives (Azure CLI), and the automation example uses Microsoft Teams, a Microsoft-centric tool. However, the page does include an Azure CLI tutorial and does not use Windows-specific scripting or tools in the main content or examples. There are no explicit Linux examples or references to Linux tools or shell scripting.
Recommendations
  • Add explicit Linux/bash scripting examples for subscribing to events and handling event data.
  • Include automation tutorials using Linux-native tools (e.g., sending events to Slack or using shell scripts for automation).
  • Ensure parity by listing Azure CLI and Linux-friendly approaches before or alongside PowerShell in tutorial sections.
  • Reference cross-platform endpoints and tools in automation scenarios, not just Microsoft Teams.
  • Clarify that all examples and APIs are platform-agnostic unless otherwise noted.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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 Clean Clean

Flagged Code Snippets