Document Details
Tutorial Ci Cd Runners Jobs
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
windows_tools
Summary
The documentation provides both Bash and PowerShell examples for all CLI commands, but PowerShell is given equal prominence to Bash, which may indicate a Windows bias. There are several references to Windows-specific concerns (e.g., Mono/.NET Framework, suggesting Windows containers for certain workloads). Troubleshooting and agent setup sections mention Windows containers as alternatives, and PowerShell is always presented as a first-class option, sometimes with more detailed syntax. There are no Linux-only examples, and Windows-specific build concerns (Mono, .NET Framework) are discussed before Linux alternatives. The documentation does not mention Linux-specific tools or patterns, nor does it provide guidance for Linux desktop users (e.g., using native Linux package managers, shell environments, or alternatives to PowerShell).
Recommendations
- Present Bash examples before PowerShell to reflect the default shell on most CI/CD runners and Linux environments.
- Add explicit notes or sections for Linux users, such as using native Linux package managers (apt, yum) for prerequisites.
- When discussing .NET Framework and Mono, clarify that these are Windows-specific concerns and provide Linux-first alternatives (e.g., .NET Core/5+).
- Include troubleshooting steps for common Linux issues (e.g., permissions, SELinux/AppArmor, systemd integration) alongside Windows-specific troubleshooting.
- Reference Linux desktop environments and workflows where relevant, such as using GNOME/KDE tools or Linux-native authentication methods.
- If PowerShell is mentioned, clarify its cross-platform nature and provide guidance for users who prefer Bash or other shells.
- Avoid suggesting Windows containers as the primary solution for .NET Framework workloads; instead, recommend modern .NET versions that run natively on Linux containers.
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
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
 Clean
|
| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Clean
|