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
missing_linux_example
Summary
The documentation page demonstrates Windows bias primarily through its credential precedence and authentication examples. Azure PowerShell is mentioned explicitly and prioritized alongside Azure CLI, with no mention of Linux-native alternatives or shell environments. All examples and references assume the use of Azure CLI or Azure PowerShell, which are most commonly used on Windows. There are no examples or guidance for Linux-specific tools, shell environments, or authentication workflows.
Recommendations
  • Include examples and references for Linux shell environments (e.g., Bash, zsh) and clarify that Azure CLI is cross-platform.
  • Mention Linux-native credential management options and workflows, such as using environment variables or managed identities in cloud-native Linux deployments.
  • Add explicit notes or examples showing how to configure and use Bicep with Linux and macOS, including installation and authentication steps.
  • Balance the mention of Azure PowerShell with alternatives more common on Linux, such as Bash scripts using Azure CLI.
  • Clarify that both Azure CLI and Azure PowerShell are available on multiple platforms, and provide links to platform-specific installation guides.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets