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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is featured prominently as a scripting example, and in several places, the instructions and command examples are labeled as 'PowerShell' even when Azure CLI is also provided. The PowerShell tab is consistently listed before the Azure CLI tab, and the CLI examples are sometimes incorrectly labeled as 'PowerShell command'. There is no mention of Linux-specific shell environments (e.g., Bash), nor are there any examples tailored for Linux users (such as shell scripting, environment variables, or platform-specific notes). The documentation assumes familiarity with Windows-centric tools and patterns, potentially making it less approachable for Linux users.
Recommendations
  • Correctly label Azure CLI examples as 'Bash' or 'Shell' where appropriate, and clarify that Azure CLI commands can be run on Linux, macOS, and Windows.
  • Provide explicit Bash or shell script examples for Linux users, including notes on environment variable usage and command syntax differences.
  • Alternate the order of PowerShell and Azure CLI tabs, or default to Azure CLI, which is cross-platform.
  • Add notes or sections highlighting platform parity, such as how to perform steps on Linux, macOS, and Windows.
  • Avoid referring to Azure CLI commands as 'PowerShell commands' and ensure accurate terminology throughout.
  • Consider including screenshots or instructions for Linux terminal environments where relevant.
GitHub Create Pull Request

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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets