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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a moderate Windows bias. The main example for performing the key release operation is provided as a PowerShell script, which is primarily a Windows-centric tool (even though PowerShell Core is cross-platform, its usage and idioms are more familiar to Windows users). The script includes Windows-specific checks and references, such as .exe files and certificate handling with .NET APIs. While Linux instructions are present for the attestation client, there is no equivalent Linux shell (bash) example for the key release operation, nor is there a demonstration using common Linux tools like curl or jq. Additionally, references to retrieving managed identity object IDs mention PowerShell before Azure CLI and other options. Windows tools and patterns (PowerShell, .exe binaries, .NET certificate handling) are mentioned and exemplified before or instead of Linux equivalents.
Recommendations
  • Provide a full Linux shell (bash) example for the key release operation using curl and jq, demonstrating how to obtain the attested platform report, retrieve the managed identity token, and perform the HTTP POST to Key Vault.
  • Ensure that both Windows and Linux instructions are presented in parallel tabs or sections, with equal detail and prominence.
  • When referencing ways to retrieve managed identity object IDs, list Azure CLI and Linux-friendly methods before or alongside PowerShell.
  • Include examples of certificate validation using Linux tools such as openssl, rather than only .NET APIs.
  • Clarify cross-platform compatibility of tools (e.g., PowerShell Core) and provide guidance for both environments.
  • Avoid using Windows-centric terminology (such as .exe) without also mentioning Linux binary equivalents.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets