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_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias, primarily through frequent references to PowerShell for key operations (retrieving deployment files, updating certificates, migration steps) and by listing PowerShell before CLI or REST API alternatives. There are no explicit Linux/macOS examples or mentions of Bash, Azure CLI usage on Linux, or cross-platform scripting patterns. Some critical tasks (e.g., certificate updates involving secrets) recommend PowerShell or REST API, with no guidance for Linux users. Visual Studio is referenced for update workflows, which is predominantly a Windows tool.
Recommendations
  • Add explicit Azure CLI (az) examples for all operations currently shown with PowerShell, especially for retrieving .csdef and .cscfg files, certificate management, and migration steps.
  • Include Bash script snippets or cross-platform automation guidance for Linux/macOS users.
  • When listing tools or methods, alternate the order or explicitly state cross-platform options first (e.g., CLI, REST API, then PowerShell).
  • Provide guidance for certificate management and updates using CLI or REST API, not just PowerShell.
  • Mention alternatives to Visual Studio for Linux/macOS users (e.g., VS Code, command-line deployment).
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
2026-01-12 00:00 #243 cancelled 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased