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
⚠️ powershell_heavy
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows-first bias in several areas: it explicitly states that the tutorial uses a Windows computer, references Windows-specific features (such as Docker Desktop for Windows and Windows Subsystem for Linux), and provides Windows-style paths and commands before (or instead of) Linux equivalents. While the content claims to note differences for Linux/macOS, actual Linux-specific instructions, examples, or troubleshooting steps are often missing or less prominent. The use of PowerShell/Windows command prompts and the focus on Windows tools (e.g., Docker Desktop for Windows) further reinforce this bias.
Recommendations:
  • Provide parallel Linux/macOS instructions and examples wherever Windows-specific steps are given (e.g., directory creation, Docker installation, command-line usage).
  • List Linux and macOS installation steps and links before or alongside Windows, not after.
  • Use platform-agnostic paths (e.g., ~/dev/iotedgesolution or /home/user/dev/iotedgesolution) and commands in code snippets, or provide both Windows and Linux/macOS variants.
  • Include troubleshooting steps and tips specific to Linux/macOS environments, not just Windows.
  • When referencing tools like Docker Desktop, also mention and link to Linux-native alternatives (e.g., Docker Engine, Podman) and clarify their usage.
  • Avoid assuming the development machine is Windows; instead, explicitly support all major platforms in instructions and examples.
  • Ensure that environment variable instructions and path settings are clear for both Windows (%APPDATA%) and Linux/macOS (~/.local/), with equal prominence.
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Scan History

Date Scan ID Status Bias Status
2025-08-22 00:01 #88 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ✅ Clean
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

mkdir c:\dev\iotedgesolution cd c:\dev\iotedgesolution