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 page demonstrates a noticeable Windows bias. PowerShell is consistently mentioned first and in greater detail than Python, with examples and package management instructions focused on PowerShell modules and tools (e.g., Az PowerShell, PowerShell Gallery). Windows-specific patterns (such as .zip module packaging and references to Windows PowerShell modules) are highlighted, while Linux/Python equivalents are only briefly mentioned or omitted. There are no explicit Linux shell or CLI examples, and package management for Python is referenced only in passing, with no concrete examples or parity in guidance.
Recommendations
- Provide equal, detailed examples for Python runbooks, including REST API payloads and portal steps.
- Include Linux-oriented instructions and examples, such as using .whl files, pip, or Linux shell commands for package management.
- Mention Python and Linux options before or alongside PowerShell/Windows options to avoid ordering bias.
- Add screenshots and walkthroughs for Python runbook creation and management, similar to those provided for PowerShell.
- Clarify platform compatibility (Windows vs. Linux) for runtime environments, and highlight differences in supported features.
- Reference Python package repositories (e.g., PyPI) and provide guidance for importing Python packages, not just PowerShell Gallery.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
 Clean
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| 2026-01-06 18:15 | #225 | cancelled |
Clean
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| 2025-09-12 00:00 | #109 | completed |
Clean
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| 2025-08-12 00:00 | #78 | cancelled |
Biased
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| 2025-08-11 00:00 | #77 | completed |
Biased
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| 2025-08-10 00:00 | #76 | completed |
Biased
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| 2025-08-09 00:00 | #75 | completed |
Biased
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| 2025-08-08 00:00 | #74 | completed |
Biased
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| 2025-08-07 00:00 | #73 | completed |
Biased
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| 2025-08-06 00:00 | #72 | completed |
Biased
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| 2025-08-05 00:00 | #71 | completed |
Biased
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| 2025-08-04 00:00 | #70 | cancelled |
Biased
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| 2025-08-03 00:00 | #69 | completed |
Biased
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| 2025-08-02 00:00 | #68 | cancelled |
Biased
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| 2025-08-01 00:00 | #67 | completed |
Biased
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| 2025-07-31 00:00 | #66 | completed |
Clean
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| 2025-07-30 00:00 | #65 | completed |
Clean
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| 2025-07-29 00:01 | #64 | completed |
Clean
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| 2025-07-28 00:00 | #63 | completed |
Clean
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| 2025-07-27 00:00 | #62 | completed |
Clean
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| 2025-07-26 00:01 | #61 | completed |
Clean
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| 2025-07-25 00:00 | #60 | completed |
Clean
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| 2025-07-24 00:00 | #59 | completed |
Clean
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| 2025-07-23 00:00 | #58 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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