Document Details
Skill Up Resources
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
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page for Microsoft Sentinel skill-up training demonstrates a moderate Windows bias. Windows and Microsoft-centric tools, services, and terminology are consistently mentioned first or exclusively (e.g., 'Connect to Azure, Windows, Microsoft, and Amazon services'), and PowerShell is highlighted as an alternative to API usage. Linux-specific tools, examples, and patterns are rarely mentioned, and when present (e.g., Sysmon for Linux, Heartbeat table for Linux and Windows), they appear as add-ons or afterthoughts rather than first-class citizens. There are few, if any, explicit Linux command-line or integration examples, and generic cross-platform patterns are not emphasized.
Recommendations
- Provide Linux-specific examples and walkthroughs alongside Windows ones, especially for data collection, agent health monitoring, and automation.
- Mention Linux tools and patterns (e.g., Bash, systemd, cron, Linux syslog, auditd) explicitly and equally in relevant sections.
- Include Linux-first or cross-platform examples in API usage, automation, and integration modules, not just PowerShell.
- Ensure documentation for agent health, log management, and data connectors highlights Linux support and configuration steps.
- Where Windows is referenced first (e.g., 'Connect to Azure, Windows, Microsoft, and Amazon services'), rephrase to be platform-neutral or alternate order.
- Add Linux-focused troubleshooting, best practices, and operational guidance for SOC teams using Linux infrastructure.
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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| 2026-01-11 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 |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-09-11 00:00 | #108 | completed |
Clean
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| 2025-08-11 00:00 | #77 | completed |
Clean
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| 2025-08-10 00:00 | #76 | completed |
Clean
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| 2025-08-09 00:00 | #75 | completed |
Clean
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| 2025-08-08 00:00 | #74 | completed |
Clean
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| 2025-08-07 00:00 | #73 | completed |
Clean
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| 2025-08-06 00:00 | #72 | completed |
Clean
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| 2025-08-05 00:00 | #71 | completed |
Clean
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| 2025-08-03 00:00 | #69 | completed |
Clean
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| 2025-08-01 00:00 | #67 | completed |
Clean
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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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| 2025-07-22 00:01 | #57 | completed |
Clean
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| 2025-07-21 00:00 | #56 | completed |
Clean
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| 2025-07-19 13:51 | #54 | completed |
Clean
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| 2025-07-17 00:00 | #53 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Clean
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