Document Details
Tutorial Service Group Scenario 4
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 provides both Bash and PowerShell examples for all steps, but PowerShell is given equal prominence to Bash, and in some sections, PowerShell examples are shown immediately after Bash. There are no Linux/macOS-specific tools or patterns mentioned, and no Windows-only tools are used. However, the presence of PowerShell examples throughout may suggest a slight Windows bias, especially since PowerShell is primarily used on Windows, though it is available cross-platform. Bash is shown first in every case, which helps reduce bias.
Recommendations
- Clarify that PowerShell examples are intended for cross-platform use (Windows, Linux, macOS), or explicitly mention that Bash is recommended for Linux/macOS users.
- Add a note at the start of each code section indicating which shell is recommended for which OS.
- Consider including explicit Linux/macOS validation steps (e.g., using native Linux tools for file manipulation or environment setup, if relevant).
- If PowerShell is not required for Linux/macOS, consider omitting it or moving it to a separate section for Windows users.
Create Pull Request
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 |
 Clean
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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 |
Biased
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| 2026-02-11 00:00 | #367 | in_progress |
Clean
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| 2026-02-10 00:00 | #363 | completed |
Biased
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| 2026-02-09 00:00 | #359 | completed |
Clean
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| 2026-02-08 00:00 | #355 | completed |
Biased
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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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