Document Details
Connection Monitor Connected Machine Agent
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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 demonstrates a Windows-first bias by presenting Windows installation steps and tools (such as PowerShell and Windows Admin Center) before their Linux equivalents. PowerShell is highlighted as an automation method, but there is no mention of equivalent Linux-native automation (e.g., Bash scripting or Ansible). Additionally, Windows-specific tools like Windows Admin Center are discussed, while no comparable Linux management tools are referenced.
Recommendations:
- Alternate the order of Windows and Linux instructions, or present them in parallel tabs to avoid prioritizing one platform.
- Include Linux-native automation options, such as Bash scripts or Ansible playbooks, alongside PowerShell examples.
- Reference Linux management tools (e.g., Cockpit, Ansible, or CLI-based workflows) where Windows Admin Center is mentioned, or clarify that such tools are not required for Linux.
- Ensure that all steps and automation options are equally detailed for both Windows and Linux environments.
- Explicitly state platform parity goals and direct users to additional Linux resources where appropriate.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |