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 page demonstrates a Windows bias in several ways. PowerShell is presented as the first scripting/tool example for scaling, with a dedicated section and explicit command, while Azure CLI (cross-platform) is presented second. There are no Linux-specific instructions, nor are there examples using Bash or shell scripting, and no mention of Linux tools or patterns. The documentation does not discuss platform-specific considerations, such as differences in environment setup or authentication between Windows and Linux. The page assumes users are familiar with PowerShell and does not provide parity for Linux users.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to emphasize cross-platform support.
  • Provide explicit Bash/shell script examples for scaling operations, especially for automation scenarios.
  • Include notes or sections on platform-specific setup or authentication differences for Linux users.
  • Mention that Azure CLI can be used natively on Linux/macOS and provide installation links or references.
  • Add troubleshooting tips or environment setup instructions for Linux users, such as using environment variables or handling authentication.
  • Consider adding a table summarizing available tools for Windows, Linux, and macOS, with links to relevant documentation.
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 Clean Clean
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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets