Document Details
Extension Based Hybrid Runbook Worker
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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
Summary:
The documentation generally provides parity between Windows and Linux for most troubleshooting steps, with separate sections and commands for each OS. However, there is a noticeable Windows bias: Windows examples and tools (such as PowerShell scripts, registry edits, and event logs) are often mentioned first or in more detail, and some troubleshooting scenarios (e.g., registry or event log checks) are Windows-specific or lack Linux equivalents. The documentation also references Windows-specific tools and patterns (e.g., PowerShell scripts, registry keys, Microsoft-SMA event logs) more frequently and in greater depth than their Linux counterparts.
Recommendations:
- Ensure that for every Windows-specific troubleshooting step (e.g., checking registry keys, using PowerShell scripts, reviewing event logs), there is a clear Linux equivalent or an explicit statement if no equivalent exists.
- Alternate the order of Windows and Linux instructions to avoid always listing Windows first.
- Expand Linux troubleshooting sections to match the detail provided for Windows, including log locations, service management, and common issues.
- Where Windows event logs are referenced, provide guidance on equivalent Linux log files (e.g., syslog, journalctl) or clarify if no direct equivalent exists.
- For steps involving PowerShell, provide bash or Python script equivalents for Linux where possible.
- Review all scenarios to ensure Linux is not treated as an afterthought and that Linux administrators have actionable, detailed guidance.
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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 |