Document Details
Overview
❌
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 demonstrates mild Windows bias. PowerShell is mentioned multiple times (deployment scripts, ARM TTK testing), and the primary authoring tools highlighted are Visual Studio and Visual Studio Code, both of which have strong Windows associations. The ARM TTK testing tool is described as a PowerShell script, with no mention of alternative ways to run it on Linux or cross-platform shells. In the extensibility section, PowerShell is mentioned before Bash. In the CI/CD section, Azure DevOps and Visual Studio are referenced, which are more commonly used on Windows. While Azure CLI and Bash are mentioned, they are not given equal prominence or detail.
Recommendations:
- When mentioning deployment scripts, list Bash before or alongside PowerShell, and clarify that both are equally supported.
- For ARM TTK, provide explicit instructions or links for running the tool on Linux/macOS (e.g., using PowerShell Core or alternative test runners).
- Highlight cross-platform authoring tools (e.g., Visual Studio Code) before Windows-only tools (e.g., Visual Studio), and clarify their availability on Linux/macOS.
- In the CI/CD section, mention other popular cross-platform CI/CD tools (e.g., GitHub Actions) alongside Azure DevOps.
- Where possible, provide example commands for both Azure CLI and PowerShell, or clarify that all deployment options are cross-platform.
- Review all tool and workflow recommendations to ensure Linux and macOS users are not implicitly deprioritized.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-12 00:58 | #8 | cancelled | ✅ Clean |
| 2025-07-10 05:06 | #7 | processing | ✅ Clean |