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
windows_first
missing_linux_example
Summary
The documentation exclusively provides C#/.NET code samples and references Windows-centric authentication and tooling patterns (e.g., DefaultAzureCredential, BatchSharedKeyCredentials) without mentioning or demonstrating how to perform equivalent operations on Linux or macOS. There are no references to cross-platform command-line tools (such as Azure CLI or Bash scripts), nor are there any Linux/macOS-specific instructions or examples. The only alternative mentioned is the Azure portal, which is platform-agnostic, but all automation guidance is .NET-focused.
Recommendations
  • Add equivalent examples using Azure CLI and/or REST API calls, which are cross-platform and commonly used on Linux/macOS.
  • Explicitly state that the .NET library and code samples work on Linux/macOS (if true), and provide instructions for installing .NET SDK on those platforms.
  • Include Bash or PowerShell Core (cross-platform) script examples for common tasks.
  • Reference or link to documentation or samples for Python or other cross-platform SDKs where relevant.
  • Clarify any platform limitations or prerequisites for running the .NET samples on Linux/macOS.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets