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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
windows_first
powershell_heavy
Summary
The documentation presents Azure PowerShell examples before Azure CLI examples, and includes detailed PowerShell command usage. This ordering and emphasis may suggest a Windows-centric approach, as PowerShell is primarily associated with Windows environments, while Azure CLI is cross-platform. There are no explicit Linux-only examples or references to Linux-specific tools or shell patterns (e.g., Bash), nor is there mention of Linux terminal usage. However, Azure CLI examples are present and complete, and Python/REST API sections are platform-neutral.
Recommendations
- Present Azure CLI examples before PowerShell examples to reflect cross-platform parity and reduce perceived Windows bias.
- Explicitly mention that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is most common on Windows but available cross-platform.
- Add example Bash shell usage for Azure CLI commands, such as piping, environment variables, or scripting, to demonstrate Linux workflows.
- Include a brief note or section on running these commands in Linux environments (e.g., Ubuntu Cloud Shell, local Bash terminal).
- Where possible, clarify that all programmatic examples (Python, REST API) are platform-agnostic.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
 Clean
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| 2026-01-11 00:00 | #240 | completed |
Clean
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| 2026-01-10 00:00 | #237 | completed |
Clean
|
| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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