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_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits several forms of Windows bias. Windows examples and tools (such as Microsoft ODBC Driver, Visual C++ Redistributable, and NT AUTHORITY\SYSTEM) are mentioned explicitly and sometimes before Linux equivalents. In some sections, only Windows commands or troubleshooting steps are provided, or Windows-specific requirements are detailed without Linux parity. There are more detailed instructions for Windows deployments (especially for SQL Server), and some template parameters and troubleshooting steps focus on Windows artifacts. Linux examples are present, but Windows examples are sometimes prioritized or more thoroughly explained.
Recommendations
  • Ensure every Windows example or command is paired with a Linux equivalent, especially in troubleshooting and deployment sections.
  • Present Linux and Windows examples side-by-side, or alternate which comes first to avoid implicit prioritization.
  • Expand Linux-specific troubleshooting steps and requirements to match the depth provided for Windows.
  • Clarify when instructions or requirements are OS-specific, and provide explicit guidance for both platforms.
  • Review template parameters and deployment steps to ensure Linux options are equally documented and explained.
  • Where Windows-only tools are mentioned (e.g., Visual C++ Redistributable, ODBC Driver), provide Linux alternatives or explicitly state their absence.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets