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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation demonstrates a Windows bias by providing PowerShell and Windows-specific tool examples (ARMClient.exe), referencing Windows-centric patterns first, and omitting Linux-native alternatives or examples for key steps such as bearer token acquisition and ARM API querying.
Recommendations
  • Include Linux-native examples for acquiring a bearer token, such as using Azure CLI (`az account get-access-token`) or `curl`/`jq` for REST API calls.
  • Provide cross-platform instructions for ARM API queries, e.g., using `curl` or `httpie` on Linux/macOS.
  • Mention Linux equivalents for ARMClient.exe, or clarify that ARMClient is Windows-only and suggest alternatives.
  • Balance PowerShell examples with Bash/Azure CLI examples, especially for scripting and automation tasks.
  • Explicitly state platform compatibility for each tool or script, and provide guidance for both Windows and Linux users.
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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
2026-01-11 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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets