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_tools
windows_first
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Azure PowerShell (a Windows-centric tool) for enabling debug logging, with no equivalent method available via Azure CLI (commonly used on Linux/macOS). PowerShell examples and tools are presented first and in greater detail, while Linux-native patterns or alternatives are not discussed. The lack of parity in debug logging capabilities between PowerShell and Azure CLI, and the absence of any mention of Linux shell scripting or cross-platform alternatives, further reinforce the bias.
Recommendations
  • Advocate for feature parity: Request that debug logging capabilities (such as setting DeploymentDebugLogLevel) be added to Azure CLI, which is cross-platform.
  • Provide Linux/bash examples: Where possible, include bash or shell scripting examples for common deployment and troubleshooting tasks.
  • Balance tool coverage: Present Azure CLI examples before or alongside PowerShell examples, especially for tasks that can be performed on both platforms.
  • Explicitly note platform limitations: Clearly state when a feature is only available on Windows/PowerShell, and suggest workarounds or alternatives for Linux/macOS users.
  • Reference cross-platform tools: Mention or link to other cross-platform deployment tools or SDKs that can be used for similar troubleshooting tasks.
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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 Biased Biased

Flagged Code Snippets