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 provides programmatic examples for retrieving the Azure Maps Client ID using PowerShell and Azure CLI, with PowerShell (a Windows-centric tool) presented first and in more detail. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tools or workflows. While Azure CLI is cross-platform, the ordering and emphasis favor Windows/PowerShell users. No Linux-specific instructions or parity examples are given for key operations.
Recommendations
  • Add bash/Linux shell examples for retrieving the Client ID, e.g., using Azure CLI in bash.
  • Explicitly state that Azure CLI works on Linux/macOS and provide example commands in those contexts.
  • When presenting multiple tool examples, alternate the order or present them side-by-side to avoid Windows-first bias.
  • Reference Linux-native tools (e.g., curl, jq) for REST API calls or JSON parsing where appropriate.
  • Review other sections for implicit assumptions of Windows environments and clarify cross-platform compatibility.
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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
2025-08-17 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 Biased Biased

Flagged Code Snippets