Document Details
Run Command Managed
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
While the documentation is focused on Linux VMs, there is notable bias toward Windows tooling and PowerShell usage. PowerShell examples are provided extensively, sometimes before or instead of Azure CLI examples. Windows-specific tools and patterns (e.g., PowerShell cmdlets, SAS token generation via PowerShell, REST API examples using PowerShell scripts) are referenced frequently. There are missing or minimal Linux-native scripting examples (e.g., bash, shell scripting), and some sections use Windows terminology or tools first. REST API and ARM template examples often use PowerShell scripts (.ps1) as the default, rather than shell scripts (.sh).
Recommendations
- Provide more bash/shell script examples alongside PowerShell, especially in REST API and ARM template sections.
- Ensure Azure CLI examples are given equal prominence and detail as PowerShell examples.
- When referencing SAS token generation or blob operations, include CLI or Linux-native methods (e.g., az storage blob generate-sas) in addition to PowerShell.
- Use .sh scripts as the default in Linux-focused examples, or show both .ps1 and .sh variants.
- Clarify when a tool or method is Windows-specific, and offer Linux alternatives where possible.
- Review and adjust ordering so Linux-native tools and examples are presented first or equally.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-03-10 00:00 | #476 | in_progress |
Biased
|
| 2026-03-09 00:00 | #472 | in_progress |
Biased
|
| 2026-03-08 00:00 | #468 | in_progress |
Biased
|
| 2026-03-07 00:00 | #464 | in_progress |
Biased
|
| 2026-03-06 00:00 | #460 | in_progress |
Biased
|
| 2026-03-05 00:00 | #456 | in_progress |
Biased
|
| 2026-03-04 00:00 | #452 | in_progress |
Biased
|
| 2026-03-03 00:00 | #448 | in_progress |
Biased
|
| 2026-03-02 00:00 | #444 | in_progress |
Biased
|
| 2026-03-01 00:00 | #440 | in_progress |
Biased
|
| 2026-02-28 00:00 | #436 | in_progress |
Biased
|
| 2026-02-27 00:00 | #432 | in_progress |
Biased
|
| 2026-02-26 00:00 | #428 | in_progress |
Biased
|
| 2026-02-25 00:00 | #424 | in_progress |
Biased
|
| 2026-02-23 00:00 | #416 | in_progress |
Biased
|
| 2026-02-22 00:00 | #412 | in_progress |
Biased
|
| 2026-02-21 00:00 | #408 | in_progress |
Biased
|
| 2026-02-20 00:00 | #404 | in_progress |
Biased
|
| 2026-02-19 00:00 | #400 | in_progress |
Biased
|
| 2026-02-18 00:00 | #396 | in_progress |
Biased
|
| 2026-02-17 00:00 | #392 | in_progress |
Biased
|
| 2026-02-16 00:00 | #388 | in_progress |
Biased
|
| 2026-02-15 00:00 | #384 | in_progress |
Biased
|
| 2026-02-14 00:00 | #380 | in_progress |
Biased
|
| 2026-02-13 00:00 | #376 | in_progress |
Biased
|
| 2026-02-12 00:00 | #372 | in_progress |
Biased
|
| 2026-02-11 00:00 | #368 | in_progress |
 Clean
|
| 2026-01-07 06:10 | #227 | cancelled |
Clean
|