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 primarily uses Azure CLI commands, which are cross-platform, but there are subtle Windows biases. Cloud Shell (browser-based, but often associated with Windows users) is referenced heavily, and file upload instructions are written in a GUI-centric way. There are explicit notes about escaping characters in Bash and PowerShell, but the main recommendation is to use Bash, with PowerShell only mentioned as a caveat. There are no explicit Linux-specific instructions or examples (e.g., using Linux-native tools or file paths), and the workflow assumes a Windows-style user experience (e.g., manual file downloads and uploads via browser).
Recommendations
  • Provide explicit Linux shell (bash) examples for file operations, such as using wget or curl to download model files directly from GitHub, instead of instructing users to manually copy and paste file contents.
  • Include Linux-native file path examples (e.g., /home/user/Room.json) alongside or instead of generic file names.
  • Offer instructions for uploading files to Cloud Shell using CLI tools (e.g., az storage file upload, scp) in addition to GUI-based upload steps.
  • When discussing escaping characters, provide both Bash and PowerShell examples side by side, and clarify which applies to which environment.
  • Add a section or callout for Linux/macOS users, highlighting any differences in workflow or commands, to ensure parity and inclusivity.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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