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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell-based examples using armclient, a tool most commonly used on Windows. There are no Linux shell (bash/curl) or cross-platform CLI examples, and the documentation does not mention Linux alternatives or parity. Windows tooling and patterns are presented as the default and only method for interacting with the reservation APIs.
Recommendations
  • Include equivalent examples using bash and curl for REST API calls, demonstrating how to perform the same operations on Linux or macOS.
  • Mention and provide examples using Azure CLI (az), which is cross-platform, for reservation management if supported.
  • Explicitly state that the API calls can be made from any OS and provide guidance for Linux/macOS users.
  • Avoid presenting Windows/PowerShell tooling as the only or default method; offer platform-neutral instructions first, then provide OS-specific examples.
  • Reference armclient alternatives or note its cross-platform compatibility, if applicable.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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

Flagged Code Snippets