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 page demonstrates a Windows bias in several ways: Windows troubleshooting steps, tools, and registry edits are described in detail and often appear before or instead of Linux equivalents. Many error resolutions reference Windows-specific tools (Event Viewer, Services.msc, regedit.exe, command prompt commands like net start/stop, icacls, msdtc, vssadmin, MSIEXEC, etc.), and PowerShell is frequently mentioned for automation and VM creation. Linux troubleshooting is present but less detailed, and some errors only provide Windows solutions or examples. Linux-specific instructions are sometimes included but are less comprehensive and often appear after Windows steps.
Recommendations
  • Ensure every troubleshooting step that references a Windows tool (e.g., Event Viewer, Services.msc, regedit.exe, command prompt) has a Linux equivalent (e.g., syslog/journalctl, systemctl/service, editing config files, bash commands) with equal detail.
  • Provide Linux shell script examples and CLI commands alongside PowerShell examples for automation and VM creation.
  • Where registry edits are suggested for Windows, offer guidance for equivalent configuration changes on Linux (if applicable), or explicitly state when an issue is Windows-only.
  • Balance the order of presentation so Linux and Windows instructions are given equal prominence and detail, ideally in parallel sections.
  • Expand Linux troubleshooting for common errors (e.g., VSS equivalents, disk mounting, agent installation/validation, antivirus exclusions) to match the depth of Windows coverage.
  • Add more Linux screenshots, log file locations, and error message examples to match the Windows visuals and context.
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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled 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
2025-07-19 13:51 #54 completed 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