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

Bias Types:
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation page demonstrates a Windows bias by providing only Azure PowerShell scripts for generating OAuth tokens and calling APIs, with no equivalent examples for Linux or cross-platform tools (e.g., curl, bash). The use of PowerShell-specific cmdlets (Invoke-RestMethod, ConvertTo-Json, Write-Host) assumes a Windows environment. There are no CLI or bash/curl examples, and the only automation guidance is Windows-centric. Additionally, the inclusion of Azure PowerShell requirements in prerequisites and the absence of Linux or cross-platform tooling references further reinforce this bias.
Recommendations:
  • Add equivalent Linux/cross-platform examples using curl and bash for generating tokens and calling APIs.
  • Include Azure CLI examples where possible, as it is cross-platform.
  • Explicitly mention that the PowerShell examples are for Windows and provide alternative instructions for Linux/macOS users.
  • Remove or supplement the Azure PowerShell requirements note with information about using other tools on non-Windows platforms.
  • Ensure that all automation and scripting examples are provided in both PowerShell and bash/curl formats to support parity.
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Scan History

Date Scan ID Status Bias Status
2025-09-14 00:00 #111 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-15 00:00 #51 completed ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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