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
Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
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, even for tasks that are not Windows-specific (e.g., Docker, kubectl, az CLI, which are cross-platform). Some PowerShell examples use Windows-specific patterns (e.g., Out-File, [Convert]::ToBase64String), and the instructions for editing files mention UTF-8 BOM encoding, which is primarily a Windows concern. There are no Linux-specific troubleshooting notes, and some PowerShell commands (e.g., armclient) are Windows-centric without Linux equivalents. The documentation does not provide explicit Linux-only examples or address Linux-specific edge cases.
Recommendations
- Add explicit notes or troubleshooting sections for Linux users, such as handling file permissions, line endings, or common issues with az CLI, Docker, or kubectl on Linux.
- Where PowerShell is used for file manipulation or encoding, provide equivalent Bash/Linux commands (e.g., for base64 encoding, file writing, or JSON formatting).
- Clarify that PowerShell examples are intended for Windows users, and Bash for Linux/macOS, to avoid confusion.
- If referencing tools like armclient, mention Linux alternatives or note cross-platform compatibility.
- Include Linux-specific tips for editing files (e.g., using vim, nano, or sed for encoding changes) and troubleshooting UTF-8/BOM issues.
- Consider providing a 'Linux Quick Start' or 'Linux-specific considerations' section for users deploying on Linux edge clusters.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #399 | in_progress |
Biased
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| 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 |
Biased
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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 |
Biased
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| 2026-01-13 00:00 | #247 | completed |
Biased
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| 2026-01-11 00:00 | #241 | completed |
Biased
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| 2026-01-10 00:00 | #238 | completed |
Biased
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| 2026-01-09 00:34 | #235 | completed |
Biased
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| 2026-01-08 00:53 | #232 | completed |
Biased
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