Document Details
Tutorial Service Group Scenario 3
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 always shown after Bash and receives equal coverage. There are no Windows-only tools or patterns, and all commands use the Azure CLI and Helm, which are cross-platform. However, PowerShell examples are included throughout, which may suggest a slight Windows bias, especially since PowerShell is less commonly used on Linux/macOS. The Bash examples are always presented first, mitigating the bias.
Recommendations
- Consider clarifying that PowerShell examples are for users on Windows or those who prefer PowerShell, and Bash is suitable for Linux/macOS.
- Explicitly state that all commands are cross-platform and can be run on any OS with Azure CLI and Helm installed.
- Optionally, provide a note about PowerShell Core availability on Linux/macOS for users who prefer PowerShell.
- Ensure that Bash examples are always shown first, as is currently done, to prioritize Linux/macOS parity.
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 |
Biased
|
| 2026-02-15 00:00 | #383 | in_progress |
Biased
|
| 2026-02-14 00:00 | #379 | in_progress |
Biased
|
| 2026-02-13 00:00 | #375 | in_progress |
Biased
|
| 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 |
Biased
|
| 2026-02-09 00:00 | #359 | completed |
Biased
|
| 2026-02-08 00:00 | #355 | completed |
Biased
|
| 2026-01-14 00:00 | #251 | completed |
Biased
|
| 2026-01-13 00:00 | #247 | completed |
Biased
|
| 2026-01-11 00:00 | #241 | completed |
Biased
|
| 2026-01-10 00:00 | #238 | completed |
Clean
|
| 2026-01-09 00:34 | #235 | completed |
Biased
|
| 2026-01-08 00:53 | #232 | completed |
Biased
|