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
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples are given in full detail and are presented before Azure CLI (Linux-friendly) examples in each relevant section. The use of PowerShell and references to the Az Module (a Windows-centric tool) are prominent, and the documentation assumes familiarity with Windows tooling. While Azure CLI examples are present, PowerShell is often listed first and in greater detail. There are no explicit Linux shell script examples beyond Azure CLI, and no mention of Linux-specific tools or patterns except for a brief reference to checking the OMI version with 'sudo'.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI (Linux-friendly) examples first.
  • Provide equivalent Linux shell script examples for common operations, especially for cluster management and monitoring tasks.
  • Explicitly mention that Azure CLI commands work natively on Linux/macOS and highlight their cross-platform nature.
  • Reduce reliance on PowerShell-specific instructions and provide parity in detail for Azure CLI examples.
  • Include troubleshooting or operational notes relevant to Linux environments (e.g., permissions, environment setup).
  • Reference Linux-native tools or patterns where appropriate (e.g., using bash scripts for automation).
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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
2026-01-11 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 Biased Biased

Flagged Code Snippets