Document Details
Apply Dataops
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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. It references Windows-centric tools such as PowerShell and Visual Studio/NUnit for automated testing, and examples or tutorials are given for these tools without mentioning Linux alternatives. The use of PowerShell and .NET/NUnit is highlighted for CI/CD and testing, while Linux-native tools (e.g., Bash, shell scripts, pytest) are not mentioned. Additionally, Windows tools and patterns are presented first or exclusively, and there are no explicit examples or guidance for Linux users.
Recommendations
- Include Linux-native examples for CI/CD and testing, such as using Bash scripts, shell commands, or Python-based testing frameworks (e.g., pytest).
- Mention cross-platform alternatives to PowerShell, such as Azure CLI commands that work on Linux, and provide sample usage.
- Reference Linux-compatible editors and development environments (e.g., VS Code, JetBrains IDEs) alongside Visual Studio.
- Add explicit notes or sections for Linux users, clarifying that all steps can be performed on Linux and providing any necessary adaptations.
- Ensure that any referenced open-source utilities or frameworks are cross-platform, and provide installation and usage instructions for Linux.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-09-16 00:00 | #113 | completed |
Clean
|
| 2025-09-15 00:00 | #112 | completed |
Clean
|
| 2025-09-14 00:00 | #111 | completed |
Clean
|
| 2025-09-13 00:00 | #110 | completed |
Clean
|
| 2025-09-12 00:00 | #109 | completed |
Clean
|
| 2025-09-11 00:00 | #108 | completed |
Clean
|
| 2025-09-10 00:00 | #107 | completed |
Clean
|
| 2025-09-09 00:00 | #106 | completed |
Clean
|
| 2025-09-08 00:00 | #105 | completed |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Biased
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|