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
Summary
The documentation provides parity between Azure Portal, Azure CLI, and Azure PowerShell instructions, but there is a noticeable Windows bias. PowerShell examples and references are frequent and sometimes prioritized, with explicit instructions to use PowerShell for steps where the portal experience is incomplete. The CLI (Linux-friendly) instructions are present, but PowerShell is often mentioned first or as the fallback, and there are no references to Bash scripting or Linux-specific tools. The documentation assumes familiarity with PowerShell and Windows-centric workflows.
Recommendations
  • Ensure CLI instructions are always presented with equal prominence and detail as PowerShell, especially where the portal experience is incomplete.
  • Add explicit Bash scripting examples for common tasks, especially for advanced configuration and troubleshooting.
  • Where PowerShell is recommended due to portal limitations, clarify that Azure CLI can be used equivalently and provide CLI commands.
  • Avoid phrases like 'use the PowerShell instructions' and instead say 'use CLI or PowerShell instructions' with both options shown.
  • Reference Linux and macOS environments in prerequisites and installation guidance, not just Windows/PowerShell.
  • Include troubleshooting and advanced configuration examples using CLI/Bash, not only PowerShell.
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
2026-01-11 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
2025-08-29 00:01 #95 completed Clean Clean
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-26 00:00 #92 cancelled Clean Clean
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-08-21 00:01 #87 cancelled Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
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
2025-07-26 00:01 #61 completed Clean Clean

Flagged Code Snippets