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 for every operation, often listed before Azure CLI equivalents. The use of PowerShell as a primary scripting tool and references to PowerShell-specific commands and patterns (e.g., parameter passing, object syntax) reinforce a Windows-centric approach. There is no mention of Linux-specific shell environments (e.g., Bash), nor are there examples tailored for Linux users (such as Bash scripts or notes about cross-platform differences). The CLI examples are present, but PowerShell is consistently highlighted and often appears first, suggesting a preference for Windows tooling.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to signal cross-platform parity.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide Bash-specific syntax or notes where relevant (e.g., variable assignment, file paths).
  • Add a short section or callout for Linux/macOS users, clarifying any differences in command usage, file paths, or environment setup.
  • Where PowerShell object syntax is used, provide equivalent Bash/CLI examples (e.g., for passing parameters, handling outputs).
  • Avoid language such as 'PowerShell script' as the default for automation; use 'script' or 'automation script' and clarify that both PowerShell and Bash are supported.
  • Consider including troubleshooting or setup notes for Linux environments (e.g., file permissions, path separators) if relevant.
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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 Clean Clean

Flagged Code Snippets