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 page exhibits several signs of Windows bias. PowerShell is the only scripting example provided for blob filtering, with no equivalent Bash, Azure CLI, or Linux shell example. References to client tools in log entries (e.g., 'win32', 'Windows_NT') and specific mention of PowerShell for metadata access reinforce a Windows-centric approach. Windows tools and patterns are mentioned before or instead of Linux alternatives, and there is a lack of explicit Linux or cross-platform guidance/examples.
Recommendations
  • Provide equivalent Azure CLI and Bash examples alongside PowerShell snippets for blob filtering and metadata access.
  • Mention cross-platform tools (e.g., Azure CLI, azcopy, Storage Explorer for macOS/Linux) explicitly and equally.
  • Include sample log entries generated from Linux/macOS clients to balance the examples.
  • Rephrase instructions to avoid implying PowerShell/Windows is the default or preferred environment.
  • Add guidance for Linux users on accessing and managing logs, including common shell commands and tools.
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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 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