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
Summary
The documentation page shows moderate Windows bias. In the tutorials and how-tos section, PowerShell is featured as a primary scripting option, and Microsoft Teams (a Windows-centric collaboration tool) is used in the main automation tutorial. While Azure CLI is included (which is cross-platform), there is no mention of Linux-specific tools or shell scripting (e.g., Bash), and PowerShell is listed as a distinct option. No Linux-first or Linux-only examples are provided, and Windows-centric tools and patterns (PowerShell, Teams) are mentioned before any Linux equivalents.
Recommendations
  • Add explicit Bash or shell script examples for subscribing to events, alongside PowerShell and Azure CLI.
  • Include tutorials that use Linux-native tools (e.g., send events to Slack, use cron jobs, or integrate with Linux-based automation frameworks).
  • Ensure that cross-platform tools (like Azure CLI) are presented as the default or first option, with PowerShell as an alternative.
  • Mention Linux compatibility and provide guidance for Linux users in relevant sections.
  • Avoid using Windows-centric collaboration tools (like Microsoft Teams) as the sole example; add alternatives popular in Linux environments.
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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

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