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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
Detected Bias Types
powershell_heavy
windows_tools
windows_first
Summary
The documentation consistently provides Azure PowerShell examples alongside Azure CLI and portal instructions, with PowerShell (a Windows-centric tool) given equal or sometimes more detailed coverage. The use of PowerShell is pervasive, and there are no Linux-specific shell or scripting examples (e.g., Bash, Zsh, or Linux-native tools). The CLI examples are generic and do not highlight Linux-specific usage or considerations. The documentation does not mention or address platform-specific differences, nor does it provide guidance for Linux users beyond the CLI, resulting in a subtle Windows bias.
Recommendations
- Add explicit Linux shell examples (e.g., Bash, Zsh) for Azure CLI commands, including environment variable usage and scripting patterns common in Linux.
- Include notes or sections highlighting platform-specific differences, such as authentication, file path conventions, or installation steps for CLI tools on Linux.
- Consider providing examples using Linux-native automation tools (e.g., shell scripts, cron jobs) for common tasks.
- Clarify that PowerShell is available cross-platform, but also provide alternatives for users who prefer native Linux shells.
- Review the ordering of examples to avoid always listing PowerShell first, and ensure parity in detail and troubleshooting guidance for CLI/Linux users.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Clean
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Clean
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2025-09-10 00:00 | #107 | completed |
Clean
|