Document Details
Manage Runtime Environment
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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
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. There is extensive mention of Windows/PowerShell-specific tools and patterns (e.g., PowerShell Gallery, .zip modules, Get-Module cmdlet), while Linux/Python equivalents are only briefly mentioned or omitted. Linux-specific details (e.g., .whl files for Python) are present but minimal, and there are no practical Linux/Python runbook examples or screenshots. The documentation consistently presents PowerShell/Windows options first and in more detail.
Recommendations:
- Provide parallel, detailed examples for Python runbooks, including REST API payloads and portal screenshots.
- Include Linux/Python-specific instructions and troubleshooting steps, not just brief notes.
- When referencing package formats (e.g., .zip for PowerShell), also explain and show .whl or other Linux-native formats for Python.
- Demonstrate how to view installed Python packages in a runbook, similar to the PowerShell 'Get-Module' example.
- Balance the order of presentation so that Python/Linux options are given equal prominence to PowerShell/Windows.
- Reference both PowerShell Gallery and PyPI (Python Package Index) for package sources.
- Clarify when a feature or limitation applies only to PowerShell/Windows or Python/Linux.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-12 00:00 | #109 | completed | ✅ Clean |
| 2025-08-12 00:00 | #78 | in_progress | ❌ 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 | in_progress | ❌ Biased |
| 2025-08-03 00:00 | #69 | completed | ❌ Biased |
| 2025-08-02 00:00 | #68 | in_progress | ❌ 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 |