Document Details
Tutorial Service Group Scenario 1
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 every step, but PowerShell is given equal prominence and detail as Bash, rather than being a secondary or optional path. The use of PowerShell tabs and examples throughout the page, and the absence of Linux-specific troubleshooting, environment setup, or tool recommendations, indicates a subtle Windows bias. Additionally, the documentation refers to the Azure portal (a GUI tool more commonly used on Windows) for validation, without mentioning Linux-native alternatives (e.g., kubectl, CLI-only workflows).
Recommendations
- Add explicit notes about Linux compatibility and environment setup, including common Linux distributions and prerequisites.
- Provide troubleshooting steps or tips specific to Linux environments (e.g., file permissions, shell differences, package installation).
- Mention Linux-native tools and workflows for validation and troubleshooting (e.g., using kubectl, journalctl, or systemd for logs).
- Clarify that PowerShell examples are optional and primarily for Windows users, while Bash is the default for Linux/macOS.
- Include links to Linux documentation or community resources for further help.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #395 | in_progress |
Biased
|
| 2026-02-17 00:00 | #391 | in_progress |
Biased
|
| 2026-02-16 00:00 | #387 | in_progress |
 Clean
|
| 2026-02-15 00:00 | #383 | in_progress |
Clean
|
| 2026-02-14 00:00 | #379 | in_progress |
Clean
|
| 2026-02-13 00:00 | #375 | in_progress |
Clean
|
| 2026-02-12 00:00 | #371 | in_progress |
Biased
|
| 2026-02-11 00:00 | #367 | in_progress |
Clean
|
| 2026-02-10 00:00 | #363 | completed |
Clean
|
| 2026-02-09 00:00 | #359 | completed |
Biased
|
| 2026-02-08 00:00 | #355 | completed |
Clean
|
| 2026-01-14 00:00 | #251 | completed |
Clean
|
| 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
|