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
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation generally provides Linux-centric troubleshooting steps and examples, especially for Docker and container management. However, there are several instances where Windows and PowerShell are mentioned explicitly, sometimes before or in preference to Linux equivalents. For example, the section on running Docker commands as Administrator on Windows is presented alongside (and sometimes before) Linux sudo instructions. There are also specific notes about PowerShell quoting differences, and references to launching PowerShell as Administrator, which are not matched with equivalent Linux shell guidance. There is little mention of Linux-specific tools or patterns beyond basic Docker and bash usage, and no mention of macOS.
Recommendations:
  • Ensure that for every Windows/PowerShell-specific instruction or troubleshooting step, there is a Linux (and optionally macOS) equivalent provided with equal prominence.
  • When discussing command-line examples, present Linux and Windows examples side by side, or clearly label them for each platform.
  • Avoid mentioning Windows tools or patterns (such as running as Administrator or PowerShell quoting) without also providing the analogous Linux shell context (e.g., sudo, bash quoting).
  • Include troubleshooting steps and examples for macOS where applicable, especially for Docker usage.
  • Consider reordering sections so that Linux and Windows instructions are presented in parallel, rather than Windows-first or Windows-only.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

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