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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by providing examples exclusively for Azure CLI and Azure PowerShell, with no explicit Linux shell (bash/zsh) or cross-platform command-line examples. PowerShell is a Windows-native tool, and its usage is presented equally alongside Azure CLI, but there are no Linux-specific instructions, nor are Linux tools or shell patterns mentioned. The only OS-specific image example is for Windows Server Core, with no Linux image import example. There is no mention of running commands in Linux terminals, nor are Linux authentication or credential patterns discussed.
Recommendations
  • Add explicit Linux shell (bash/zsh) examples for all CLI commands, demonstrating usage in a typical Linux terminal.
  • Include instructions or notes on installing and running Azure CLI on Linux, and clarify that all CLI commands work cross-platform.
  • Provide an example of importing a Linux-based image (e.g., Ubuntu, Alpine) from Microsoft Container Registry, not just Windows Server Core.
  • Mention Linux authentication patterns (such as using environment variables for credentials, or using managed identities on Linux VMs).
  • Clarify that Azure PowerShell can be run on Linux, but provide bash alternatives where possible.
  • Ensure parity in troubleshooting and prerequisites sections, referencing Linux-specific issues or steps where relevant.
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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 Biased Biased
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 Clean Clean
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
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