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
Summary
The documentation provides deployment instructions for Azure dashboards using the Azure portal, Azure CLI, and Azure PowerShell. While the Azure CLI is cross-platform and is presented before PowerShell, the PowerShell section is included as a first-class option, which may be seen as a Windows-centric tool. However, there are no exclusive Windows tools or patterns, and all critical tasks can be completed using the Azure CLI or portal, both of which are cross-platform. The order of presentation (CLI before PowerShell) is appropriate, but the inclusion of PowerShell as a main deployment method may be seen as slightly Windows-biased. All code examples and instructions are otherwise platform-neutral.
Recommendations
  • Clarify that Azure PowerShell is available cross-platform (Windows, macOS, Linux) via PowerShell Core, to reduce perceived Windows bias.
  • Explicitly state that all deployment steps using Azure CLI and the portal are fully supported on Linux and macOS.
  • Consider adding a short note or table summarizing tool/platform compatibility for Azure CLI and PowerShell.
  • If possible, provide Bash or shell script examples for common tasks, or clarify that Azure CLI commands work in Bash and other shells.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Clean Clean
2026-02-04 00:00 #339 completed Clean Clean
2026-02-03 00:00 #335 completed Biased Biased
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets