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 demonstrates a Windows bias by prioritizing Windows-centric tools (PowerShell, Azure portal), providing detailed PowerShell examples, and referencing Windows patterns (NTFS permissions, PowerShell cmdlets) without offering equivalent Linux or cross-platform examples. While Azure CLI is mentioned, there are no explicit Linux shell or scripting examples, and the documentation omits guidance for Linux-native tools or workflows (e.g., Bash, curl, REST calls from Linux, or Linux file system integration). The order of presentation also places PowerShell before CLI, reinforcing a Windows-first approach.
Recommendations
  • Add explicit Linux/Bash examples for REST API calls (e.g., using curl or wget) to demonstrate OAuth authentication and file operations from Linux environments.
  • Include guidance for using Linux-native tools (such as AzCopy or Storage Explorer on Linux) with OAuth over REST.
  • Provide parity in example scripts: show how to perform the same operations (create share, directory, upload file) using Bash scripts and Linux CLI tools.
  • Reference Linux file system permissions and integration scenarios alongside NTFS, to address cross-platform access control concerns.
  • Reorder sections or provide parallel examples for both Windows (PowerShell) and Linux (Bash/CLI) to avoid Windows-first presentation bias.
  • Clarify that Azure CLI is cross-platform and provide installation and usage notes for Linux/macOS users.
GitHub Create Pull Request

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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets