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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell examples are provided for every operation, and PowerShell is referenced before Azure CLI in all code sample sections. The use of PowerShell as a primary scripting example is more familiar to Windows users, while Linux users typically prefer Bash or other shells. There are no explicit Bash script examples (other than Azure CLI commands), and no mention of Linux-specific tools or patterns. The Azure portal is platform-neutral, but the scripting guidance leans toward Windows-centric tools and ordering.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to better support Linux users.
  • Explicitly mention that Azure CLI commands can be run in Bash on Linux/macOS, and provide sample Bash scripts where appropriate.
  • Add notes or links for Linux/macOS users on installing and using Azure CLI and PowerShell Core (pwsh), clarifying cross-platform support.
  • Include troubleshooting or environment setup tips for Linux/macOS users (e.g., shell differences, authentication methods).
  • Consider providing examples using REST API or SDKs in languages popular on Linux (Python, Node.js) for advanced scenarios.
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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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets