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 provides detailed PowerShell examples and references, including debugging and header retrieval, but does not offer equivalent Linux shell (bash/curl) examples. PowerShell is presented first and most extensively, with Azure CLI mentioned only briefly and without explicit Linux context. There is no mention of Linux-specific tools or patterns for header retrieval, and the documentation assumes familiarity with Windows-centric tooling.
Recommendations
  • Add bash/curl examples for retrieving response headers, showing how to parse x-ms-ratelimit headers in a Linux shell.
  • Provide Linux-specific Azure CLI usage notes, clarifying any differences in output or usage between platforms.
  • Include examples using popular Linux scripting languages (e.g., Python with requests, bash with curl/grep) to demonstrate parity.
  • Ensure that PowerShell and Windows-centric examples are balanced with Linux alternatives, and avoid presenting Windows tools first unless justified by user demographics.
  • Explicitly mention cross-platform compatibility for Azure CLI and SDKs, and link to relevant Linux documentation where appropriate.
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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