Document Details
Automation Runbook Types
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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:
⚠️
windows_first
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation page demonstrates a Windows bias by prioritizing PowerShell (a Windows-centric technology) in both structure and content. PowerShell runbooks are described first and in the most detail, with extensive examples and troubleshooting based on Windows file paths (e.g., C:\modules). Many examples and known issues reference Windows-specific patterns, such as environment variables and file paths, with little or no equivalent Linux guidance. The documentation also references Windows tools and concepts (e.g., PowerShell Workflow, graphical runbooks based on Windows PowerShell) and often omits or minimizes Linux-specific details, especially for hybrid worker scenarios. Python runbooks receive less coverage, and Linux-specific instructions or examples are sparse or missing.
Recommendations:
- Provide Linux-specific examples and troubleshooting steps alongside or before Windows examples, especially for hybrid worker scenarios.
- Avoid using only Windows file paths (e.g., C:\modules); include Linux equivalents (e.g., /opt/automation/modules) where relevant.
- Clarify which features and limitations apply to Windows, Linux, or both, particularly for hybrid runbook workers.
- Expand Python runbook documentation to include Linux-specific package management, environment setup, and known issues.
- Where PowerShell is discussed, explicitly note cross-platform capabilities and provide Linux usage notes or caveats.
- For graphical and workflow runbooks, clearly state platform support and provide alternatives or workarounds for Linux users.
- Ensure that all code samples, troubleshooting steps, and environment variable references are presented for both Windows and Linux contexts.
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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 | ✅ Clean |
| 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 |
| 2025-07-22 00:01 | #57 | completed | ✅ Clean |
| 2025-07-21 00:00 | #56 | completed | ✅ Clean |
| 2025-07-19 13:51 | #54 | completed | ✅ Clean |
| 2025-07-17 00:00 | #53 | completed | ❌ Biased |
| 2025-07-16 00:00 | #52 | completed | ❌ Biased |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |