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_tools
windows_first
missing_linux_example
Summary
The documentation page exhibits a noticeable Windows bias. Troubleshooting steps and examples frequently use PowerShell commands and Windows-specific tools (such as certlm.msc, netstat, and command prompt instructions), often without providing equivalent Linux commands or workflows. In several cases, Windows methods are described in detail before mentioning Linux alternatives, and some troubleshooting scenarios lack Linux examples entirely.
Recommendations
  • Provide Linux equivalents for all PowerShell and Windows command examples (e.g., use Bash/CLI, OpenSSL, netstat, ss, etc.).
  • Include step-by-step instructions for certificate management and inspection on Linux (e.g., using OpenSSL, certtool, or system utilities).
  • When describing troubleshooting steps, present both Windows and Linux methods side-by-side, or in parallel sections, to ensure parity.
  • Expand examples to include Azure CLI (cross-platform) commands wherever PowerShell is used.
  • Avoid referencing Windows tools (e.g., certlm.msc, command prompt) exclusively; mention Linux alternatives (e.g., /etc/ssl, openssl, systemd commands) with equal prominence.
  • Ensure screenshots and walkthroughs are available for both Windows and Linux environments where applicable.
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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