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 page displays a moderate Windows bias. PowerShell is the only CLI tool shown for configuring advanced settings (e.g., setting FlowTimeoutInMinutes), and the example provided is exclusively in Azure PowerShell. There are no equivalent Azure CLI (cross-platform) or Bash examples. Additionally, the documentation references Windows-centric tools (e.g., Power BI) before mentioning open-source or Linux-friendly alternatives (e.g., Grafana, Elastic Stack). This ordering and lack of Linux/CLI parity may disadvantage Linux users.
Recommendations
  • Provide Azure CLI (az) and/or Bash examples alongside PowerShell for all configuration tasks, especially for settings like FlowTimeoutInMinutes.
  • When listing visualization or analytics tools, alternate the order or group by platform neutrality (e.g., mention Grafana and Elastic Stack before or alongside Power BI).
  • Explicitly state that all features and instructions are available cross-platform where applicable, and link to Linux/macOS-specific guidance if available.
  • For any code snippets or automation, include both PowerShell and Bash/Azure CLI versions to ensure Linux users are equally supported.
  • Audit related documentation for similar patterns and update to ensure Linux parity.
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
2025-09-11 00:00 #108 completed Clean Clean
2025-09-04 00:00 #101 completed 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets