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 exhibits a Windows bias by prioritizing PowerShell (a Windows-centric tool) in both structure and content, providing only PowerShell code samples, and referencing Windows file paths and environment variables. Linux-specific considerations are mentioned only in passing, and there are no Linux shell (e.g., Bash) examples or detailed Linux workflow guidance. Several features and limitations are described only in the context of Windows or PowerShell, with Linux support or differences often omitted or minimized.
Recommendations:
- Provide equivalent Linux/Bash examples for common automation scenarios, especially where PowerShell is used.
- Explicitly document differences in behavior, limitations, and setup for Linux Hybrid Runbook Workers, including file paths, environment variables, and module/package management.
- Avoid using Windows file paths (e.g., C:\modules) in examples without also providing Linux equivalents (e.g., /opt/modules or /home/automation/modules).
- Clarify which features are supported or unsupported on Linux Hybrid Runbook Workers, and provide workarounds or alternatives where possible.
- Balance the order of presentation so that Python and Linux scenarios are not always secondary to PowerShell/Windows.
- Include troubleshooting and known issues sections specific to Linux environments.
- Where PowerShell is recommended, clarify that PowerShell Core (7.x) is cross-platform, and provide Linux-specific notes or examples for PowerShell usage on 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 | ✅ 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 |