Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
windows_tools
missing_linux_example
Summary
The documentation page for Azure Cloud Services (extended support) WebRole schema demonstrates a Windows bias. The schema and examples are heavily oriented around Windows technologies, particularly IIS 7, ASP.NET, and Windows-specific concepts such as certificate stores ('CurrentUser', 'LocalMachine', 'My', etc.), environment variables, and startup tasks using CMD/batch files. There are no examples or mentions of Linux equivalents, nor any guidance for deploying non-Windows workloads or using Linux-based tools. The documentation assumes a Windows environment and does not provide parity for Linux users.
Recommendations
  • Add explicit guidance or examples for deploying web roles using Linux-based runtimes (e.g., NGINX, Apache, Node.js) where supported.
  • Include Linux equivalents for certificate management, such as referencing PEM files, OpenSSL, or Linux trust stores.
  • Provide examples of startup tasks using shell scripts (.sh) and note encoding requirements for Linux (UTF-8, etc.).
  • Clarify which schema elements and features are Windows-only, and which (if any) are supported on Linux web roles.
  • Reference cross-platform development patterns and tools, and link to Linux-specific documentation where available.
  • If Linux web roles are not supported, explicitly state this limitation to set user expectations.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets