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 both Bash and PowerShell examples for all command-line operations, but PowerShell examples are consistently presented immediately after Bash, and often include more detailed scripting (such as use of ConvertFrom-JSON, Select-Object, and Set-Content). There is a slight 'Windows-first' bias in the sense that PowerShell is given equal or greater prominence, and some advanced scripting steps are only shown in PowerShell. There are no Linux-specific tools or patterns (such as jq, sed, or awk) used in the Bash examples, and no mention of Linux-specific troubleshooting or environment setup. All examples use Azure CLI, which is cross-platform, but PowerShell scripting is more advanced and assumes Windows familiarity.
Recommendations
  • Add Linux-specific scripting examples where advanced manipulation is required (e.g., use jq in Bash for JSON processing, instead of only showing ConvertFrom-JSON in PowerShell).
  • Ensure that Bash examples are as detailed and complete as PowerShell ones, especially for steps involving file manipulation or JSON editing.
  • Explicitly mention cross-platform compatibility of Azure CLI and clarify any OS-specific caveats (e.g., file path syntax, environment variable usage).
  • Include troubleshooting notes for common Linux shell issues (e.g., quoting, environment variables, file permissions).
  • Consider listing Bash examples before PowerShell, or alternating the order, to avoid implicit prioritization of Windows/PowerShell.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
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