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_tools
Summary:
The documentation assumes the use of the Azure CycleCloud web portal and Microsoft Entra ID (both Microsoft-centric tools), without providing command-line or Linux-native alternatives. There are no Linux shell or CLI examples, and the workflow is described entirely through a GUI that is typical of Windows environments. No mention is made of how to perform these steps on Linux or via cross-platform tools.
Recommendations:
  • Provide equivalent command-line instructions using Azure CLI or REST API, which are cross-platform and can be run from Linux.
  • Include examples or references for configuring Open OnDemand authentication using Linux shell commands or scripts.
  • Clarify whether the CycleCloud web portal is accessible and fully functional from Linux systems, and mention any Linux-specific considerations.
  • Where possible, avoid assuming a GUI workflow and offer text-based alternatives for automation and scripting.
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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