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
windows_tools
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure Portal (a web UI most commonly accessed from Windows environments) instructions first, referencing Azure PowerShell, and relying heavily on Azure-specific tools and patterns (Portal, PowerShell, Resource Explorer) that are most familiar to Windows users. While Azure CLI examples are provided and are cross-platform, there are no explicit Linux-specific instructions, nor are Linux shell patterns (such as bash scripting or Linux-native tools) mentioned. The use of PowerShell and Resource Explorer further reinforces the Windows-centric approach.
Recommendations
  • Add explicit Linux shell (bash) examples for tasks such as creating, updating, and deleting integration accounts, including environment variable management and file editing.
  • Clarify that Azure CLI commands work equally well on Linux, macOS, and Windows, and provide installation instructions for Linux distributions.
  • Include references to Linux-native editors (e.g., nano, vim) when editing configuration files like local.settings.json.
  • Mention Linux-friendly alternatives to Azure Resource Explorer, such as using az CLI with jq for resource manipulation.
  • Where PowerShell is referenced, provide equivalent bash or shell script examples.
  • Reorder examples so that cross-platform or CLI instructions are presented before or alongside Portal/PowerShell instructions, rather than always after.
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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-09 00:00 #106 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

Flagged Code Snippets