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 provides both Azure CLI and PowerShell examples for all operations. However, PowerShell is a Windows-centric tool, and there are no explicit Linux shell (bash) or cross-platform scripting examples beyond Azure CLI. In several sections, PowerShell examples are given equal prominence to Azure CLI, and in some cases, the PowerShell example follows immediately after the CLI example, reinforcing a Windows-first or Windows-equal approach. There are no bash-specific examples, nor is there mention of Linux-native tools or scripting patterns.
Recommendations
  • Add bash-specific examples for publishing events, subscribing, and topic creation, especially for curl usage and scripting.
  • Clarify that Azure CLI is cross-platform and show usage in both Windows (cmd/powershell) and Linux (bash/zsh) shells.
  • Consider providing examples using other Linux-native tools (e.g., wget, jq) where appropriate.
  • Explicitly state platform compatibility for each example, helping users understand which commands work on Windows, Linux, or macOS.
  • If PowerShell is shown, also show equivalent bash scripting for parity.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets