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
Summary
The documentation provides examples for REST, PowerShell, and Azure CLI, but PowerShell is highlighted with interactive examples and explicit instructions for using Azure Cloud Shell, a tool most familiar to Windows users. PowerShell examples are given before Azure CLI, and references to tools like ARMClient (which is Windows-centric) are present. There are no explicit Linux shell or Bash script examples, nor are Linux-specific usage patterns or tools mentioned.
Recommendations
  • Add explicit Bash shell script examples for each step, demonstrating how Linux users can perform the same actions using curl, jq, and az CLI.
  • Mention that Azure Cloud Shell supports Bash as well as PowerShell, and provide instructions for both.
  • Include references to Linux-native tools for REST API calls (e.g., curl, httpie) and show sample usage.
  • Clarify that ARMClient is Windows-only and suggest cross-platform alternatives (e.g., using az CLI or curl).
  • Ensure that CLI examples are presented before or alongside PowerShell, not after, to avoid Windows-first ordering.
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 Clean Clean
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
2025-08-24 00:00 #90 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets