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
missing_linux_example
powershell_heavy
windows_first
Summary
The documentation provides code samples for C#, JavaScript, and Python, but omits complete examples for PowerShell and Java, noting that samples are 'pending' or 'not supported.' There is no evidence of explicit Windows bias in terms of tooling or instructions, but the presence of PowerShell as a language option (with incomplete samples) and the lack of Linux-specific instructions or shell examples (e.g., Bash, CLI) may suggest a subtle bias toward Windows environments. The documentation does not mention OS-specific tools or patterns, but the absence of Linux shell or CLI examples and the focus on PowerShell (a Windows-centric language) can be considered a form of bias.
Recommendations
  • Provide complete PowerShell samples and clarify their cross-platform compatibility (Windows/Linux/macOS).
  • Add Linux/Bash shell or Azure CLI examples for configuration and deployment steps, if relevant.
  • Ensure parity in sample completeness and clarity across all supported languages, including Linux-friendly scripting options.
  • Explicitly mention that the examples are OS-agnostic where applicable, or provide notes about OS-specific considerations.
  • Consider adding troubleshooting or environment setup notes for both Windows and Linux users to ensure inclusivity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased