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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias: all code samples use C# and Windows command syntax (cmd.exe), with no Linux shell equivalents provided. Visual Studio is referenced as the development environment, and .NET libraries are exclusively used. Linux usage is only briefly mentioned as a note to change path delimiters, but no Linux-specific code or workflow is shown. There are no examples using Bash, Linux tools, or cross-platform SDKs, and the documentation does not address how to persist output from Linux-based tasks in detail.
Recommendations
  • Provide equivalent code samples using Bash shell commands for Linux tasks, demonstrating how to generate output files and persist them.
  • Include examples using cross-platform SDKs (e.g., Azure SDK for Python, Java, or Node.js) to show how to interact with Azure Storage from non-Windows environments.
  • Add instructions for setting up and running sample projects on Linux (e.g., using VS Code, JetBrains Rider, or CLI tools), not just Visual Studio.
  • Explicitly document any differences in file path handling, environment setup, and authentication for Linux pools.
  • Reference Linux tools (e.g., tar, zip, Bash scripting) for consolidating output files and troubleshooting.
  • Ensure that all major steps (creating containers, generating SAS tokens, uploading files) have both Windows and Linux examples.
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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