Document Details
Automation Managing Data
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
missing_linux_example
Summary
The documentation exhibits a moderate Windows bias. Windows-specific tools (PowerShell cmdlets) are referenced repeatedly for key tasks such as resource deletion, backup, and DSC node management, with no Linux CLI or cross-platform alternatives provided. Windows instructions and links appear before Linux equivalents, and Linux guidance is limited to a single Python/OpenSSL example for TLS configuration. Many backup and export procedures reference only PowerShell cmdlets, omitting Linux or Azure CLI examples.
Recommendations
- Provide Azure CLI or REST API examples for all tasks currently described only with PowerShell cmdlets (e.g., exporting runbooks, DSC configurations, unregistering DSC nodes).
- Include Linux/macOS-specific instructions for backup and export operations, not just TLS configuration.
- Present platform guidance in a parallel, side-by-side format, ensuring Linux/macOS examples are given equal prominence and order.
- Reference cross-platform tools and commands where possible (e.g., az CLI, bash scripts) instead of Windows-only utilities.
- Clarify which procedures are platform-agnostic and which require OS-specific steps.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-18 00:00 | #394 | in_progress |
Biased
|
| 2026-02-17 00:00 | #390 | in_progress |
Biased
|
| 2026-02-16 00:00 | #386 | in_progress |
Biased
|
| 2026-02-15 00:00 | #382 | in_progress |
Biased
|
| 2026-02-14 00:00 | #378 | in_progress |
Biased
|
| 2026-02-13 00:00 | #374 | in_progress |
Biased
|
| 2026-02-12 00:00 | #370 | in_progress |
Biased
|
| 2026-02-11 00:00 | #366 | in_progress |
 Clean
|
| 2026-02-10 00:00 | #362 | completed |
Biased
|
| 2026-02-09 00:00 | #358 | completed |
Biased
|
| 2026-02-08 00:00 | #354 | completed |
Biased
|
| 2026-02-05 00:00 | #342 | completed |
Biased
|
| 2026-02-04 00:00 | #338 | completed |
Biased
|
| 2026-02-03 00:00 | #334 | completed |
Biased
|
| 2026-02-02 00:00 | #330 | completed |
Biased
|
| 2026-02-01 00:00 | #326 | completed |
Biased
|
| 2026-01-31 00:00 | #322 | completed |
Biased
|
| 2026-01-30 00:00 | #318 | completed |
Biased
|
| 2026-01-27 00:00 | #306 | completed |
Biased
|
| 2026-01-26 00:00 | #302 | completed |
Biased
|
| 2026-01-24 00:00 | #294 | completed |
Biased
|
| 2026-01-23 00:00 | #290 | failed |
Biased
|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-12 00:00 | #243 | cancelled |
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
|
| 2025-08-17 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
|