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
Summary
The documentation provides both Bash and PowerShell examples for all command-line steps, ensuring parity between Linux and Windows users. However, PowerShell examples are often more verbose and detailed, especially in the deployment section, where the PowerShell workflow uses multiple custom objects and steps, while the Bash workflow is a single command. In some sections, PowerShell instructions are presented after Bash, but the PowerShell content is more extensive, which may give the impression of a Windows bias in terms of depth and guidance.
Recommendations
  • Ensure Bash and PowerShell examples are equally detailed, especially for complex workflows like container app deployment.
  • Where possible, simplify PowerShell examples to match the Bash workflow, or provide expanded Bash examples for parity.
  • Consider adding explicit notes about cross-platform compatibility and clarify that Bash commands work on Linux, macOS, and Windows (via WSL or Git Bash).
  • If advanced PowerShell usage is shown, provide equivalent advanced Bash scripting for users who need more control.
  • Review the order and prominence of examples to avoid giving the impression that Windows/PowerShell is the preferred or default platform.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets