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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_first
windows_tools
Summary
The documentation provides both Bash and PowerShell examples for all major steps, ensuring cross-platform coverage. However, there are signs of Windows bias: PowerShell examples are given equal prominence to Bash, which is uncommon for Linux-focused workflows; some PowerShell commands use Windows-specific patterns (e.g., Out-File, ConvertTo-Json, armclient); and PowerShell is presented as a first-class option throughout, which may over-emphasize Windows environments in a Kubernetes/edge context that is typically Linux-centric.
Recommendations
- Clarify the intended audience for PowerShell vs Bash (e.g., recommend Bash for Linux/macOS, PowerShell for Windows).
- Add explicit guidance for Linux users to use Bash and for Windows users to use PowerShell, including a note on cross-platform compatibility.
- Where PowerShell commands use Windows-specific tools (e.g., Out-File, armclient), provide Linux/macOS alternatives or clarify tool availability.
- Consider listing Bash examples before PowerShell to reflect the typical Linux-first workflow in Kubernetes and container orchestration contexts.
- Review and ensure that all steps (especially file encoding, JSON manipulation, and CLI usage) are equally covered for Linux environments, not just Windows/PowerShell.
- Add troubleshooting notes for common issues encountered on Linux/macOS (e.g., file encoding, permission errors) if not already present.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #395 | in_progress |
Biased
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| 2026-02-17 00:00 | #391 | in_progress |
Biased
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| 2026-02-16 00:00 | #387 | in_progress |
Biased
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| 2026-02-15 00:00 | #383 | in_progress |
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| 2026-02-14 00:00 | #379 | in_progress |
Biased
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| 2026-02-13 00:00 | #375 | in_progress |
Biased
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| 2026-02-12 00:00 | #371 | in_progress |
 Clean
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| 2026-02-11 00:00 | #367 | in_progress |
Clean
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| 2026-02-10 00:00 | #363 | completed |
Clean
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| 2026-02-09 00:00 | #359 | completed |
Biased
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| 2026-02-08 00:00 | #355 | completed |
Clean
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| 2026-01-14 00:00 | #251 | completed |
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| 2026-01-13 00:00 | #247 | completed |
Biased
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| 2026-01-11 00:00 | #241 | completed |
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| 2026-01-10 00:00 | #238 | completed |
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| 2026-01-09 00:34 | #235 | completed |
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| 2026-01-08 00:53 | #232 | completed |
Biased
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