Document Details
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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
⚠️
missing_linux_example
Summary:
The documentation demonstrates a Windows bias by providing PowerShell scripts as the primary or only scripting example for deploying ARM templates, and by referencing PowerShell before or in more detail than cross-platform alternatives. There are no explicit Linux shell (bash) or scripting examples for ARM template deployment, and the PowerShell deployment script is presented without a CLI or bash equivalent. While Azure CLI is included for service creation, the overall pattern prioritizes Windows-native tooling and omits Linux-native command-line workflows.
Recommendations:
- Add bash or shell script examples for ARM template deployment using Azure CLI (e.g., az deployment group create) to ensure Linux users have parity.
- When presenting scripting examples, provide both PowerShell and bash/CLI alternatives side by side.
- Avoid presenting PowerShell as the only automation option for deployment; always include cross-platform CLI commands.
- Explicitly mention that Azure CLI commands work on both Windows and Linux, and provide any OS-specific notes if needed.
- Review the order of examples to avoid always listing Windows/PowerShell first; consider alternating or grouping by platform.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |