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_first
⚠️ windows_tools
Summary:
The documentation provides both Azure CLI and PowerShell examples for programmatic management, but PowerShell is given equal or greater prominence, and is often shown before or alongside CLI. PowerShell is a Windows-centric tool, and its inclusion as a primary example may indicate a bias toward Windows users. There are no explicit Linux shell (bash) or scripting examples, and no mention of Linux-specific tools or workflows. The use of PowerShell and references to it as a main automation method may disadvantage Linux-first users, despite Azure CLI being cross-platform.
Recommendations:
  • Prioritize Azure CLI examples before PowerShell, as CLI is cross-platform and more familiar to Linux users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and can be run in native terminals.
  • Where PowerShell examples are given, provide equivalent bash shell script examples for Linux users.
  • Clarify that Cloud Shell supports both Bash and PowerShell, and show how to select Bash.
  • Avoid referring to PowerShell as the default or primary automation tool; instead, present it as an option alongside CLI.
  • Add a section or callout for Linux users, highlighting any nuances or best practices for managing access restrictions from Linux environments.
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Scan History

Date Scan ID Status Bias Status
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 ❌ Biased
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 ✅ Clean
2025-09-03 00:00 #100 completed ❌ Biased
2025-08-15 00:01 #81 in_progress ❌ Biased
2025-08-12 00:00 #78 in_progress ❌ Biased
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ❌ Biased
2025-08-09 00:00 #75 completed ✅ Clean
2025-08-08 00:00 #74 completed ❌ Biased
2025-08-07 00:00 #73 completed ❌ Biased
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-13 21:25 #47 cancelled ✅ Clean
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets