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_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates a moderate Windows bias, primarily through the frequent mention and prioritization of Windows-specific tools, technologies, and patterns (such as PowerShell, Windows registry, Windows Authentication, MMC consoles, and Visual Studio). Windows-centric terminology and tooling are referenced before or instead of Linux equivalents, and developer/administration workflows are described using Windows tools. There is little to no mention of Linux-native tools, shell scripting, or cross-platform alternatives in examples or tool recommendations.
Recommendations
  • Include Linux-specific or cross-platform examples and tooling (e.g., Bash, CLI, VS Code on Linux, Linux authentication methods) alongside or before Windows-specific ones.
  • When describing developer experiences, mention Linux-compatible IDEs and workflows, such as JetBrains Rider, VS Code on Linux, or command-line deployment using Bash.
  • For administration and monitoring, reference Azure CLI, REST API, and other platform-agnostic tools, not just MMC or PowerShell.
  • Replace or supplement references to Windows registry, Windows Authentication, and Windows-specific deployment/configuration patterns with Linux equivalents (e.g., environment variables, PAM, systemd, config files in /etc).
  • Highlight Azure Logic Apps and related services' support for Linux-based hosting and deployment, including containerization and Kubernetes on Linux.
  • Where custom code or scripting is discussed, provide examples in Bash, Python, or other Linux-native languages, not just PowerShell or C#.
  • Explicitly state cross-platform compatibility and provide parity in documentation for both Windows and Linux users.
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Scan History

Date Scan Status Result
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased