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
Summary
The documentation presents PowerShell (a Windows-centric tool) examples before Azure CLI, and refers to Azure PowerShell as the primary method for querying resource locations. While Azure CLI is included, there are no explicit Linux/bash examples, and the CLI example is generic rather than tailored for Linux shells. There is a subtle prioritization of Windows tooling and patterns.
Recommendations
  • Present Azure CLI (cross-platform) examples before PowerShell, or side-by-side, to avoid Windows-first bias.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide bash-specific examples where relevant.
  • Include notes or examples for running CLI commands in Linux shells (e.g., bash, zsh), highlighting any differences in output formatting or usage.
  • Avoid referring to PowerShell as the primary or default method unless justified by audience data.
  • Ensure parity in troubleshooting or advanced usage sections, referencing Linux tools or shell scripting where applicable.
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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
2026-01-12 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets