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 exhibits a strong Windows and PowerShell bias. PowerShell (including Windows PowerShell and PowerShell Workflow) is presented first and in the most detail, with extensive examples and troubleshooting focused on Windows-specific paths, cmdlets, and behaviors. Many code samples and known issues reference Windows file paths (e.g., C:\modules), Windows environment variables, and Windows-centric tools. Linux support is mentioned only in passing, often as a limitation (e.g., certain runbooks cannot run on Linux Hybrid Runbook Workers), and there are no Linux-specific examples or troubleshooting guidance. Python runbooks receive less coverage, and Linux-specific considerations are minimal or absent.
Recommendations:
- Provide Linux-specific examples for PowerShell and Python runbooks, including file paths, environment variables, and troubleshooting steps relevant to Linux Hybrid Runbook Workers.
- Balance the order of presentation so that Python and Linux support are not always secondary to Windows/PowerShell.
- Explicitly document any differences or additional steps required for Linux Hybrid Runbook Workers, including module management, file system access, and environment setup.
- Include sample scripts and known issues that are relevant to Linux environments, not just Windows.
- Where limitations exist for Linux, provide workarounds or alternative approaches where possible.
- Ensure that references to tools, paths, and environment variables are cross-platform or clearly indicate when they are Windows-specific.
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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 |