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
⚠️ windows_first
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation page demonstrates a Windows bias by referencing PowerShell and Windows-centric tools (such as .PFX certificates and Visual Studio) without providing equivalent Linux or cross-platform examples. The instructions and tooling are oriented towards Windows users, and there are no mentions of Linux command-line tools or certificate formats commonly used on Linux. Additionally, PowerShell is mentioned before any other scripting or CLI options, and deployment examples focus on Windows-first workflows.
Recommendations:
  • Include Azure CLI examples for certificate and Key Vault operations, as Azure CLI is cross-platform and widely used on Linux.
  • Provide instructions for preparing certificates in PEM format and converting between PEM and PFX, as PEM is common on Linux.
  • Add Linux shell (bash) examples for uploading certificates to Key Vault.
  • Mention and link to documentation for Linux-based deployment tools and editors (e.g., VS Code, ARM templates via CLI).
  • Ensure that all steps referencing PowerShell or Visual Studio are accompanied by Linux-friendly alternatives.
  • Clarify that the process is platform-agnostic where possible, and highlight any Windows-specific steps as such.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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