Document Details
Apache Spark Jupyter Spark Use Bicep
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 Azure CLI and Azure PowerShell examples for deployment, resource review, and cleanup, but PowerShell (a Windows-centric tool) is consistently presented as an equal alternative to CLI, and sometimes appears before or alongside CLI. There are no Linux-specific shell examples (e.g., Bash scripts), nor is there mention of Linux-native tools or workflows. The documentation does not reference Linux-specific patterns or troubleshooting, and the use of PowerShell may imply a Windows bias, especially for users unfamiliar with it.
Recommendations
- Explicitly state that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is primarily for Windows (though available cross-platform).
- Provide Bash script examples for Linux users, especially for steps involving file manipulation or automation.
- Clarify prerequisites for running PowerShell on non-Windows platforms, or link to installation instructions for PowerShell Core on Linux/macOS.
- Add troubleshooting notes or tips relevant to Linux environments (e.g., file permissions, SSH key generation).
- Consider listing CLI (Bash) examples before PowerShell to reflect the cross-platform nature of Azure CLI.
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 |
 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
|
| 2025-07-12 23:44 | #41 | cancelled |
Clean
|