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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples and referencing PowerShell-specific debugging options before mentioning Azure CLI. There are no Linux shell (bash) or cross-platform scripting examples, and the PowerShell examples are more comprehensive than the Azure CLI ones. No Linux-specific tools or patterns are discussed, and the guidance assumes familiarity with Windows-centric tooling.
Recommendations
  • Add equivalent bash (curl, jq) examples for retrieving headers and rate limits, showing how to do this on Linux/macOS.
  • Ensure Azure CLI examples are as detailed as PowerShell ones, including debugging and header extraction.
  • Present cross-platform examples first, or in parallel, rather than leading with PowerShell.
  • Explicitly mention that Azure CLI and REST API calls work on Linux, macOS, and Windows, and provide guidance for those environments.
  • Reference Linux-native tools (e.g., wget, curl) for interacting with Azure APIs and extracting headers.
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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 Biased Biased

Flagged Code Snippets