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
windows_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation exhibits a notable Windows bias, with frequent references to Windows-specific cryptographic APIs (CNG, CAPI, Win32/64 functions), .NET classes, and features like BitLocker and TPM on Windows IoT Core. Examples and recommendations are centered on Windows technologies, with Linux and macOS alternatives rarely mentioned or relegated to secondary status. There are no Linux command-line or code examples, and critical sections (e.g., IoT device key storage, database encryption) focus exclusively on Microsoft/Windows solutions.
Recommendations
  • Add equivalent Linux and macOS cryptographic API references (e.g., OpenSSL, /dev/urandom, GnuPG, dm-crypt, LUKS, cryptsetup).
  • Provide Linux/macOS code samples for key generation, encryption, and secure storage (e.g., using Python's cryptography library, OpenSSL CLI, or C/C++ APIs).
  • Mention Linux alternatives to BitLocker (e.g., LUKS/dm-crypt) and TPM usage (e.g., tpm2-tools, Linux kernel TPM support).
  • Ensure that generic recommendations are truly cross-platform, and avoid listing Windows APIs first unless they are the only supported option.
  • Include references to cross-platform libraries and tools (e.g., OpenSSL, libsodium, PKCS#11).
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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
2026-01-11 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets