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
powershell_heavy
missing_linux_example
Summary
The documentation page exhibits several signs of Windows bias. Windows-specific deployment methods (Web Deploy) are described in detail, with explicit instructions and error messages about Windows agents. Examples for Web Deploy only use Windows agents, and troubleshooting focuses on Windows scenarios. The use of IIS and web.config for Node.js is highlighted, and Windows agent selection is often mentioned before Linux. There are no Linux equivalents or parity for Web Deploy, and Linux deployment patterns (such as SSH, rsync, or container-based workflows) are not discussed. The documentation assumes familiarity with Windows tools and patterns, and Linux-specific deployment nuances are underrepresented.
Recommendations
  • Provide Linux-specific deployment examples, especially for scenarios where Windows-only tools (like Web Deploy) are unavailable.
  • Explicitly mention alternative deployment methods for Linux agents, such as ZIP deploy, container deploy, or FTP.
  • Clarify which tasks and deployment methods are cross-platform and which are Windows-only, ideally in a comparison table.
  • Add troubleshooting and FAQ entries for common Linux agent issues, not just Windows/Web Deploy problems.
  • Ensure that agent selection instructions (ubuntu-latest, windows-latest) are presented with equal prominence and context.
  • Include examples for popular Linux frameworks and deployment patterns (e.g., Python, Node.js, Java) using Linux agents.
  • Avoid assuming IIS/web.config patterns for Node.js and clarify Linux equivalents (e.g., using PM2, Nginx, or Apache).
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets