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 page demonstrates a moderate Windows bias by consistently listing PowerShell examples alongside Azure CLI and portal, and by referencing Microsoft Teams and Azure Automation runbooks, which are more commonly used in Windows-centric environments. PowerShell is mentioned as a primary example for quickstarts, and Windows tools/patterns (PowerShell, Teams) are referenced before or alongside Linux alternatives, but there are no explicit Linux shell (bash) or cross-platform scripting examples. There is no mention of Linux-specific tools or workflows, nor are Linux-first examples provided.
Recommendations
  • Add bash or shell script examples for all quickstarts currently covered only by PowerShell and Azure CLI.
  • Explicitly mention Linux compatibility for webhook endpoints and automation workflows.
  • Include references to Linux-native tools (e.g., curl, systemd, cron) for webhook handling and automation.
  • Provide parity in examples by alternating the order of PowerShell and CLI, or by listing CLI/bash first.
  • Add a section or note on best practices for Linux-based webhook hosting and event handling.
GitHub Create Pull Request

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
2025-08-17 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