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 only full code example for performing the Secure Key Release operation is provided in PowerShell, which is Windows-centric, and references Windows-specific tools and patterns (e.g., System.Security.Cryptography.X509Certificates). While Linux is mentioned and supported in the attestation client section, there is no equivalent Linux shell script or code sample for the key release operation. Windows instructions and tools (PowerShell, MSVC runtime) are often mentioned first or exclusively, and Linux alternatives are not always provided with equal detail.
Recommendations
  • Provide a complete Linux shell (bash/curl) example for performing the key release operation, including obtaining an Azure AD token from IMDS and making the HTTP request to Key Vault.
  • Include cross-platform code samples (e.g., Python, curl, or REST API calls) for critical operations, not just PowerShell.
  • When referencing tools or libraries, mention Linux equivalents alongside Windows ones, and avoid Windows-first ordering.
  • Clarify which steps are identical across platforms and which require OS-specific instructions.
  • Add explicit notes or tables summarizing OS support and any differences in procedure.
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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

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