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_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. While it does mention and provide examples for Azure CLI (cross-platform), it also references Azure PowerShell as a management option and links to PowerShell-specific documentation without providing equivalent Linux shell or Bash examples. The mention of PowerShell occurs before any Linux-specific command-line alternatives. Additionally, some instructions (such as accessing logs in storage accounts) use backslash notation, which is more familiar to Windows users. However, the page does acknowledge Linux-based clusters and tools like Ambari, and includes Bash/cURL examples in troubleshooting steps.
Recommendations
  • Provide Bash or Linux shell equivalents for all PowerShell examples, especially in cluster management and information gathering sections.
  • When listing management tools, mention cross-platform options (Azure CLI, Bash) before Windows-specific ones (PowerShell).
  • Ensure all file path examples use forward slashes or clarify platform differences.
  • Add explicit Linux command-line examples for common troubleshooting tasks (e.g., using SSH, SCP, or Bash scripts to gather logs).
  • Where PowerShell is referenced, include a note or link to Linux/Bash alternatives.
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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 Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets