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:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page demonstrates a moderate Windows bias. PowerShell is heavily featured as a primary automation and scripting tool, with numerous examples and dedicated tabs. There are no explicit Linux shell (bash, sh) or platform-specific examples, and Windows-centric tools (PowerShell, Azure PowerShell module) are referenced before or instead of Linux alternatives. The lack of Linux-specific instructions or parity in command-line examples may hinder Linux users, especially those who do not use PowerShell.
Recommendations:
  • Add explicit bash or shell script examples alongside PowerShell for all CLI operations, especially for token retrieval and identity management.
  • Clarify that Azure CLI commands work cross-platform and provide sample usage in Linux environments (e.g., with environment variable syntax differences).
  • Include troubleshooting notes or platform-specific caveats for Linux users, such as file permissions, environment variable access, or REST endpoint invocation.
  • Where PowerShell is used for scripting, offer equivalent bash scripts or Python snippets for Linux users.
  • Review and update related tutorials and linked content to ensure Linux parity and visibility.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ❌ Biased
2025-09-15 00:00 #112 completed ❌ Biased
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ❌ Biased
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ❌ Biased
2025-09-03 00:00 #100 completed ✅ Clean
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-08-17 00:01 #83 in_progress ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets