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 for retrieving throttling headers and checking limits, including references to PowerShell-specific debugging and scripts. While Azure CLI examples are included (which are cross-platform), the PowerShell examples are more extensive and shown first, with no equivalent Linux shell (bash/curl) or macOS-specific examples. There is a reference to a GitHub PowerShell script, but no mention of Linux-native tools or scripting patterns.
Recommendations
  • Add bash/curl examples for retrieving throttling headers from REST API responses, demonstrating how Linux/macOS users can access the same information.
  • Provide parity in scripting examples by including Linux shell scripts alongside PowerShell, especially for tasks like checking ARM limits.
  • Ensure that Azure CLI examples are shown first or in parallel with PowerShell, emphasizing their cross-platform nature.
  • Reference Linux-native tools (e.g., wget, curl, jq) for interacting with Azure REST APIs and parsing headers.
  • Explicitly state that Azure CLI commands work on Linux/macOS and Windows, and provide troubleshooting tips for non-Windows environments.
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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