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
windows_tools
Summary
The documentation page exhibits a strong Windows bias by exclusively providing PowerShell-based examples and scripts for Azure Functions, authentication, and packet capture orchestration. All code samples use PowerShell cmdlets, with no equivalent Bash, CLI, or Python examples. The authentication workflow and environment variable setup are described only in terms of PowerShell and Windows file paths. The prerequisites mention both Windows and Linux VM extensions, but all automation and scripting guidance is Windows-centric, making it difficult for Linux/macOS users to follow or adapt the instructions.
Recommendations
  • Provide equivalent examples using Azure CLI, Bash, or Python for function code and authentication workflows.
  • Include Linux/macOS-friendly instructions for key generation, environment variable setup, and file paths.
  • Clarify which steps are platform-agnostic and which require adaptation, offering explicit guidance for non-Windows users.
  • Reorder sections or provide parallel tracks so Linux/macOS users do not need to translate PowerShell logic themselves.
  • Reference cross-platform tools and patterns (e.g., Azure CLI, REST API) alongside PowerShell.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets