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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell examples for batch querying subscriptions, referencing Windows-centric tools (PowerShell, Azure CLI) without Linux or cross-platform equivalents, and omitting examples for Bash, shell scripting, or Linux-native workflows. The guidance for working with large numbers of subscriptions is exclusively shown in PowerShell, with no mention of how to accomplish the same in Bash, Python, or other cross-platform SDKs.
Recommendations
  • Add equivalent examples using Bash and Azure CLI for Linux/macOS users, showing how to batch queries with subscription lists.
  • Include Python SDK or REST API code samples for batch querying, demonstrating cross-platform approaches.
  • Mention Linux and macOS explicitly when discussing tools and workflows, ensuring parity in troubleshooting steps.
  • Reorder examples or provide parallel examples so that Windows and Linux approaches are presented side-by-side, rather than Windows-first.
  • Reference cross-platform tools (e.g., jq, curl) when discussing REST API troubleshooting.
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased