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
powershell_heavy
windows_first
Summary
The documentation provides examples for Azure Portal, PowerShell, Azure CLI, and REST API. PowerShell is given equal prominence to Azure CLI, but PowerShell is a Windows-centric tool, and its examples are presented before Azure CLI in every section. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tooling or patterns. The documentation assumes PowerShell usage is as common as CLI, which may not reflect the reality for Linux users.
Recommendations
  • Add bash shell examples for Azure CLI commands, showing typical Linux usage (e.g., piping, jq for JSON parsing).
  • Clarify that PowerShell examples are primarily for Windows users, and Azure CLI examples are cross-platform.
  • Consider presenting Azure CLI examples before PowerShell, as CLI is more universally available across platforms.
  • Mention that Azure CLI can be used natively on Linux/macOS, and provide links to installation instructions for non-Windows platforms.
  • If PowerShell Core (cross-platform) is supported, clarify its usage and differences from Windows PowerShell.
  • Avoid implying parity between PowerShell and CLI unless both are equally supported and documented for all platforms.
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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 Clean Clean

Flagged Code Snippets