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 demonstrates a Windows bias by consistently listing PowerShell examples before Azure CLI, providing more detailed PowerShell scripts, and referencing Windows-centric tools and workflows (such as PowerShell and CSV handling in Windows style). Portal instructions are also Windows-oriented, and there is little to no mention of Linux-specific patterns, shell scripting, or alternative Linux tools. While Azure CLI examples are present, they are always secondary, and the scripting guidance is less detailed than for PowerShell.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, sometimes presenting CLI first.
  • Provide Bash shell scripting examples with Linux-specific idioms (e.g., using awk, grep, or jq for JSON parsing).
  • Explicitly mention Linux and macOS compatibility for CLI commands and scripts.
  • Include guidance for using CLI on Linux, such as installation, environment setup, and troubleshooting.
  • Add examples using Linux-native tools for CSV handling (e.g., csvkit, cut, awk) and scripting.
  • Reference cross-platform editors and environments (e.g., VS Code, nano, vim) when discussing script editing.
  • Clarify that all Azure CLI commands are supported on Linux, macOS, and Windows, and provide links to platform-specific documentation.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets