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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a bias towards Windows environments by exclusively providing examples that use Azure CLI and jq, tools commonly available and pre-installed on Windows and Azure Cloud Shell. There are no explicit Linux or cross-platform shell examples, nor are alternative Linux-native tools or patterns (such as bash-only, curl-only, or Python requests) provided. The instructions assume the use of Azure CLI, which is available on Linux but is more commonly associated with Windows and Azure environments. No PowerShell-specific commands are present, but the overall workflow and examples are tailored to Azure CLI and jq, with no mention of Linux-specific nuances, such as authentication via managed identities, environment variable handling, or alternative JSON parsing tools. The documentation does not mention or show how to perform these steps on Linux distributions, nor does it provide parity for Linux users who may not use Azure CLI or jq.
Recommendations
  • Add explicit Linux shell examples, such as using curl with environment variables and native Linux authentication methods.
  • Provide alternative JSON parsing examples using tools like 'grep', 'awk', or 'python -m json.tool' for environments where jq is not installed.
  • Include a note or section on installing Azure CLI and jq on Linux, or alternatives for users who prefer not to use these tools.
  • Show how to perform authentication and API calls using Python requests or other cross-platform scripting languages.
  • Clarify that the examples are cross-platform and provide guidance for both Windows and Linux users, including any differences in command syntax or environment setup.
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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 Clean Clean

Flagged Code Snippets