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 code and tooling examples exclusively for Windows environments, specifically using PowerShell for key and certificate generation. There are no equivalent instructions or examples for Linux or cross-platform environments, and Windows tools are mentioned first and exclusively.
Recommendations
  • Provide equivalent Linux and cross-platform examples for generating symmetric keys (e.g., using OpenSSL, /dev/urandom, or Python scripts).
  • Include instructions for generating self-signed certificates on Linux/macOS (e.g., using OpenSSL) alongside the PowerShell example.
  • Explicitly mention that the provided PowerShell commands are for Windows, and offer alternatives for other operating systems.
  • Reference cross-platform tools (such as OpenSSL) before or alongside Windows-specific tools to avoid the impression of Windows being the default or only supported environment.
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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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

$bytes = New-Object Byte[] 32
$rand = [System.Security.Cryptography.RandomNumberGenerator]::Create()
$rand.GetBytes($bytes)
$rand.Dispose()
$newClientSecret = [System.Convert]::ToBase64String($bytes)
$newClientSecret
New-SelfSignedCertificate `
    -KeyExportPolicy Exportable `
    -Subject "CN=yourappname.yourtenant.onmicrosoft.com" `
    -KeyAlgorithm RSA `
    -KeyLength 2048 `
    -KeyUsage DigitalSignature `
    -NotAfter (Get-Date).AddMonths(12) `
    -CertStoreLocation "Cert:\CurrentUser\My"