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
missing_linux_example
Summary
The documentation consistently presents Windows-oriented tools (PowerShell) before cross-platform alternatives (Azure CLI) in all code example sections. All command-line examples are limited to PowerShell and Azure CLI, with no mention of Linux-specific shell usage, nor any explicit Bash or Linux terminal examples. There is a tendency to describe actions using PowerShell terminology and screenshots, and the CLI examples sometimes reference PowerShell outputs. No Linux-native tools or patterns are discussed.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to emphasize cross-platform parity.
  • Include explicit Bash/Linux shell examples, showing how to use Azure CLI in a Linux environment (e.g., with environment variables, piping, jq for JSON parsing).
  • Add notes clarifying that Azure CLI commands work on Windows, Linux, and macOS, and provide sample outputs from Linux terminals.
  • Avoid referencing PowerShell outputs in CLI sections; instead, provide CLI-native output screenshots.
  • Where possible, mention Linux-native tools or scripting patterns that may be useful for managing Azure resources.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets