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
windows_first
powershell_heavy
Summary
The documentation presents command-line examples in both PowerShell and curl, but PowerShell examples are consistently listed first in each tabbed section. This ordering subtly prioritizes Windows users. The use of PowerShell as a primary example may be less familiar or accessible to Linux users, who typically use bash and curl. However, the presence of curl examples does provide Linux parity for the main API invocation and log retrieval steps. No exclusive Windows tools or missing Linux examples are present, and Azure CLI commands are cross-platform.
Recommendations
  • Alternate the order of PowerShell and curl examples, or present curl first to better serve Linux/macOS users.
  • Explicitly state that all Azure CLI and curl commands work on Linux, macOS, and Windows, to reinforce cross-platform compatibility.
  • Consider adding bash script examples for multi-step processes, or note how Linux users can adapt PowerShell commands if needed.
  • Avoid implying PowerShell is the default or preferred shell for all users; clarify that users can choose their preferred shell.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets