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 consistently provides Azure CLI and Azure PowerShell examples for all operations, but does not offer Linux-specific shell examples (e.g., Bash, scripting patterns) or mention Linux tools. Azure PowerShell is a Windows-centric tool and is presented alongside Azure CLI, but there is no parity for Linux-native scripting or automation approaches. Additionally, PowerShell examples are given equal prominence to CLI, which may suggest a Windows-first orientation, and there are no references to Linux-specific usage patterns or troubleshooting.
Recommendations
  • Add explicit Bash shell scripting examples for each operation, demonstrating how to use az graph query in Linux environments.
  • Clarify that Azure CLI is cross-platform and provide examples of piping CLI output to Linux tools (e.g., jq, grep, awk) for further processing.
  • Mention Linux-native automation approaches (e.g., cron jobs, shell scripts) for working with large data sets.
  • Consider referencing or linking to documentation on using Azure Resource Graph with Linux SDKs or REST API via curl.
  • Ensure that CLI examples are presented before PowerShell, or clearly indicate cross-platform applicability to avoid Windows-first perception.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets