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 is given equal prominence to Bash, which is a Windows-centric shell, and the use of PowerShell-specific syntax (backticks, variable assignment) may suggest a slight Windows bias. There are no Linux-specific tools or patterns highlighted, and the Azure CLI is used throughout, which is cross-platform. No Windows-only tools or patterns are mentioned, and Linux examples are not missing.
Recommendations
  • Clarify that Bash examples are suitable for Linux/macOS and PowerShell for Windows, possibly in a note at the top of the command sections.
  • Consider providing additional Linux-native troubleshooting or validation steps (e.g., using kubectl, journalctl, or Linux file system commands) where appropriate.
  • Ensure that any references to file paths, environment variables, or shell behaviors are clearly distinguished between Windows and Linux/macOS conventions.
  • If possible, add a short section on how to install and use Azure CLI and Helm on Linux, for users who may be new to these tools.
  • Review variable naming and scripting conventions to ensure they are idiomatic for each platform (e.g., avoid Windows-style variable names in Bash).
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
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 Biased Biased
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 Biased Biased
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
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