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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
Summary:
The documentation generally maintains good cross-platform parity, especially in the Python section, where both Windows and Linux commands are provided side-by-side. However, there is a subtle 'windows_first' bias in the ordering of examples (Windows commands are listed before Linux), and the documentation consistently references Windows-centric tools such as Docker Desktop, which is less common on Linux. There are no PowerShell-only examples, and Linux instructions are present where relevant.
Recommendations:
  • When presenting platform-specific commands, alternate the order (e.g., show Linux first in some sections) or present both together in a neutral way.
  • Where Docker Desktop is mentioned as a prerequisite, clarify that Linux users can use the standard Docker Engine and provide a link to Linux installation instructions.
  • Review other tool references (such as Azure CLI) to ensure Linux compatibility is explicitly stated or linked.
  • Continue providing both Windows and Linux command examples, and consider adding macOS instructions where applicable.
  • If possible, use platform-agnostic command blocks or tabs to avoid implying a default platform.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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