Document Details
Concepts Device Authentication
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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:
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
windows_first
Summary:
The documentation page shows a moderate Windows bias. While it does mention Bash scripts and OpenSSL (cross-platform), it gives prominence to PowerShell scripts and Windows-centric tooling in several places. For example, the certificate generation tools reference PowerShell scripts before Bash, and the linked certificate management tools are primarily Windows/PowerShell focused. There is also a tendency to mention Windows tools or patterns before their Linux equivalents, and some examples (such as screenshots and tool references) are more familiar to Windows users.
Recommendations:
- Ensure all tooling references (such as certificate generation) provide both Bash (Linux/macOS) and PowerShell (Windows) examples side by side, or clearly indicate cross-platform support.
- When referencing scripts or tools, explicitly mention their compatibility (e.g., 'PowerShell (Windows)' and 'Bash (Linux/macOS)').
- Add Linux/macOS-specific command-line examples where only Windows/PowerShell examples are currently given.
- Balance the order of tool mentions (e.g., 'Bash and PowerShell scripts') or group them together as cross-platform options.
- Where screenshots or UI references are shown, include notes or images for both Windows and Linux environments if the experience differs.
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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 |