Document Details
Database Azure Cosmos Db
❌
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
Summary:
The documentation provides both Bash and PowerShell command examples for environment variable setup, npm usage, and CLI commands. However, in each case, Bash (Linux/macOS) instructions are presented before PowerShell (Windows), which is a positive sign for Linux parity. There is no exclusive use of Windows tools, and no steps are limited to Windows. However, the inclusion of PowerShell-specific tabs and commands throughout the tutorial, even for simple npm or CLI usage, may indicate a slight bias toward Windows users, as PowerShell is not the default shell on all Windows systems and is rarely used on Linux/macOS. No Linux-specific tools or patterns are highlighted, and there are no Linux-only troubleshooting tips or considerations.
Recommendations:
- Continue presenting Bash instructions first to reinforce Linux parity.
- Consider adding explicit notes about shell compatibility (e.g., Bash, Zsh, Fish) for Linux/macOS users.
- Where possible, provide a generic shell example and mention that PowerShell is optional for Windows users who prefer it.
- Include troubleshooting tips or common issues for Linux users, such as file permissions or npm installation differences.
- Ensure that screenshots and UI references are OS-agnostic or include both Windows and Linux/macOS visuals where relevant.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-19 00:01 | #85 | completed | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
Flagged Code Snippets
$env:DATABASE_CONNECTION_STRING='<YOUR_CONNECTION_STRING>'