Document Details
Manage Runtime Environment
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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation demonstrates a strong bias toward Windows and PowerShell. Most examples, screenshots, and REST API payloads focus on PowerShell runbooks and the Az PowerShell module. Windows/PowerShell tools and patterns (e.g., PowerShell Gallery, .zip modules, Get-Module cmdlet) are mentioned and illustrated in detail, while Linux/Python equivalents are either briefly mentioned or omitted. There is little to no parity in examples or guidance for Python (Linux) runbooks, and Linux-specific package management is only referenced in passing.
Recommendations
- Provide equal, step-by-step examples for Python (Linux) runbooks, including screenshots and REST API payloads.
- Include explicit instructions and examples for uploading and managing Python packages (e.g., .whl files), similar to the PowerShell/Az module guidance.
- Mention and illustrate Linux/Python tools and patterns (e.g., pip, PyPI) where relevant, not just PowerShell Gallery.
- Add sample code and output for viewing installed Python packages in a runbook, analogous to the Get-Module example for PowerShell.
- Ensure that all notes and guidance referencing PowerShell (e.g., .zip files, Az module) have clear Linux/Python equivalents or caveats.
- Balance screenshots and UI walkthroughs to show both PowerShell and Python runbook creation and management.
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
|
| 2026-01-12 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 |
 Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-09-12 00:00 | #109 | completed |
Clean
|
| 2025-08-12 00:00 | #78 | cancelled |
Biased
|
| 2025-08-11 00:00 | #77 | completed |
Biased
|
| 2025-08-10 00:00 | #76 | completed |
Biased
|
| 2025-08-09 00:00 | #75 | completed |
Biased
|
| 2025-08-08 00:00 | #74 | completed |
Biased
|
| 2025-08-07 00:00 | #73 | completed |
Biased
|
| 2025-08-06 00:00 | #72 | completed |
Biased
|
| 2025-08-05 00:00 | #71 | completed |
Biased
|
| 2025-08-04 00:00 | #70 | cancelled |
Biased
|
| 2025-08-03 00:00 | #69 | completed |
Biased
|
| 2025-08-02 00:00 | #68 | cancelled |
Biased
|
| 2025-08-01 00:00 | #67 | completed |
Biased
|
| 2025-07-31 00:00 | #66 | completed |
Clean
|
| 2025-07-30 00:00 | #65 | completed |
Clean
|
| 2025-07-29 00:01 | #64 | completed |
Clean
|
| 2025-07-28 00:00 | #63 | completed |
Clean
|
| 2025-07-27 00:00 | #62 | completed |
Clean
|
| 2025-07-26 00:01 | #61 | completed |
Clean
|
| 2025-07-25 00:00 | #60 | completed |
Clean
|
| 2025-07-24 00:00 | #59 | completed |
Clean
|
| 2025-07-23 00:00 | #58 | completed |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-09 13:09 | #3 | cancelled |
Clean
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
|