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 bias by consistently presenting Windows instructions and tools (such as PowerShell and Windows Admin Center) before their Linux equivalents. PowerShell is emphasized as a cross-platform automation tool, but Linux-specific automation (e.g., Bash, shell scripts, or Ansible) is not mentioned. Windows Admin Center is highlighted as a management tool, with no Linux-native alternatives discussed. While Linux installation steps are present, they are less detailed and not given parity in automation or tooling recommendations.
Recommendations:
- Alternate the order of Windows and Linux instructions or present them side-by-side to avoid always listing Windows first.
- Include Linux-native automation options (e.g., Bash scripts, Ansible, or shell-based onboarding) alongside PowerShell.
- Mention or link to Linux management tools (such as Cockpit or other open-source solutions) if relevant, or clarify that similar Linux-native tooling is not available.
- Ensure that Linux examples are as detailed as Windows examples, including troubleshooting and verification steps.
- Where PowerShell is recommended for automation, clarify its cross-platform nature and provide equivalent Bash or shell script examples for Linux users.
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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 |