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
Summary:
The documentation provides extensive Azure PowerShell examples and references, with some CLI parity but no explicit Linux shell (bash) or cross-platform scripting examples. PowerShell is presented as a primary automation tool, and certain instructions (such as for user-assigned identities in Functions) are only available in PowerShell. There is no mention of Linux-specific tools, nor are bash or shell script examples provided. The CLI examples are present but sometimes marked as 'azurepowershell-interactive', which may confuse Linux users. The documentation implicitly assumes familiarity with PowerShell and Windows-centric tooling.
Recommendations:
  • Add explicit bash/shell script examples for all CLI operations, ensuring parity with PowerShell instructions.
  • Clarify that Azure CLI commands are cross-platform and provide Linux/macOS terminal usage notes where appropriate.
  • Avoid labeling CLI examples as 'azurepowershell-interactive' when they are not PowerShell-specific.
  • Where PowerShell is the only supported method (e.g., for Functions user-assigned identity assignment), explicitly state the lack of Linux-native support and provide workarounds or roadmap information.
  • Include references to Linux-native tools or scripting environments where possible.
  • Ensure that CLI and ARM template examples are presented before or alongside PowerShell examples to avoid a 'windows_first' impression.
GitHub Create pull request

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