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:
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page provides code examples and instructions primarily for the .NET SDK (C#) and references to Visual Studio Code, but does not include any platform-specific command-line examples (such as PowerShell or Bash). However, it lacks Linux-specific or cross-platform command-line examples, such as Bash scripts or CLI usage from a Linux perspective. The documentation also references Visual Studio Code, which is cross-platform, but does not mention any Linux-specific tools or workflows. REST API and Azure CLI are mentioned, but no concrete CLI or shell examples are provided. The overall focus is on .NET/C# and general instructions, which can be interpreted as a subtle Windows-first bias due to the prevalence of .NET in Windows environments and the absence of Linux-oriented examples.
Recommendations:
  • Add explicit Bash or shell script examples for model management tasks (upload, retrieve, delete) using Azure CLI or curl, demonstrating usage on Linux.
  • Provide equivalent code snippets in Python (using the Azure SDK for Python), which is popular on Linux, alongside the C# examples.
  • Include instructions or examples for using the REST API with curl or httpie, common tools on Linux systems.
  • Mention and demonstrate the use of cross-platform editors (such as nano, vim, or emacs) for editing DTDL JSON files, in addition to Visual Studio Code.
  • Clarify that all SDK and CLI instructions are cross-platform, and explicitly state support for Linux and macOS environments.
GitHub Create pull request

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

Flagged Code Snippets