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_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is presented as a primary automation method, with detailed instructions and prerequisites for installing and using PowerShell (a Windows-centric tool). The Azure CLI example is provided, but the PowerShell section appears before it, and there are no explicit Linux-specific instructions or examples (e.g., bash scripting, Linux shell environment setup). The guidance for environment validation and installation is generic but lacks Linux-specific context, such as package managers or shell differences.
Recommendations
  • Add explicit Linux shell examples (e.g., bash) for Azure CLI usage, including environment setup steps relevant to Linux (such as using apt, yum, or zypper for CLI installation).
  • Include notes or examples for configuring load balancer settings using Linux-native tools or automation (such as bash scripts or Ansible).
  • Reorder the sections so that Azure CLI (cross-platform) examples appear before PowerShell (Windows-centric) examples.
  • Clarify that Azure CLI works natively on Linux and macOS, and provide links or instructions for installing/updating CLI on those platforms.
  • If PowerShell is mentioned, note that PowerShell Core is available on Linux, and provide installation instructions for Linux users.
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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 Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets