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
Summary
The documentation presents Windows (RDP) examples before Linux (SSH) examples in both the introductory text and code samples. The first example in each section is for Windows pools using RDP, followed by Linux pools using SSH. The terminology and structure consistently mention Windows endpoints and tools (RDP) before their Linux equivalents (SSH), indicating a subtle 'windows_first' bias. However, both platforms are covered with equivalent examples, and no platform is omitted.
Recommendations
  • Alternate the order of examples so that Linux (SSH) is presented first in some sections.
  • Explicitly state parity between Windows and Linux pools in the introduction, emphasizing equal support.
  • Provide a summary table comparing RDP (Windows) and SSH (Linux) endpoint configuration patterns.
  • Ensure that any tooling or terminology (e.g., RDP, SSH) is introduced in a neutral, platform-agnostic manner.
  • Consider including cross-platform scripting examples (e.g., Bash, PowerShell) for endpoint configuration if relevant.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets