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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation generally provides parity between Windows and Linux for most troubleshooting steps, with separate sections and examples for each OS. However, there is a consistent pattern of presenting Windows instructions, tools, and examples before Linux equivalents (windows_first). Windows-specific tools (such as PowerShell scripts and registry edits) are described in detail, while Linux instructions are sometimes less detailed or lack equivalent troubleshooting guidance (powershell_heavy, windows_tools, missing_linux_example). Some scenarios, such as registry and event log troubleshooting, are only described for Windows, with no Linux counterpart.
Recommendations
  • Alternate the order of Windows and Linux instructions throughout the document, or group by OS to avoid implicit prioritization.
  • Ensure that all troubleshooting scenarios covered for Windows (such as registry, event logs, and credential issues) have Linux equivalents or explicitly state if not applicable.
  • Provide Linux-native troubleshooting tools or scripts where PowerShell is used for Windows, and offer equivalent command-line examples (e.g., bash, Python).
  • Where Windows event logs are referenced, suggest equivalent Linux log files (e.g., /var/log/syslog, /var/log/messages) and commands (e.g., journalctl).
  • For sections that only mention Windows-specific issues (such as UAC or registry permissions), clarify if these are not applicable to Linux, or provide Linux-specific security troubleshooting if relevant.
  • Review and expand Linux troubleshooting steps to match the depth and clarity provided for Windows, ensuring Linux users have equally actionable guidance.
GitHub Create Pull Request

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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
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
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets