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
powershell_heavy
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. Windows-centric tools and concepts (such as PowerShell, Windows registry, MMC snap-ins, and Windows Authentication) are mentioned as defaults or primary options, especially in sections describing BizTalk Server. Azure Automation is described as 'built on PowerShell workflow,' and deployment/operations examples reference PowerShell before Bash/CLI. Windows-specific hosting and configuration patterns (e.g., GAC, registry, NT Service executables) are described in detail, while Linux equivalents are not mentioned. In developer experiences, Visual Studio is emphasized, with limited mention of cross-platform editors. The documentation does not provide Linux-specific examples or alternatives for many operational and configuration tasks.
Recommendations
  • Include Linux-specific examples and alternatives for deployment, configuration, and management tasks (e.g., using Bash, CLI, or Linux-native tools).
  • Mention cross-platform developer tools (such as VS Code, JetBrains Rider) more prominently and clarify their support for both Windows and Linux.
  • When describing hosting and configuration, provide parity by referencing Linux-based hosting options (e.g., running BizTalk or Logic Apps containers on Linux VMs or Kubernetes).
  • For automation, highlight Bash/CLI scripts alongside PowerShell, and provide examples for both platforms.
  • Avoid referencing Windows registry or GAC as the only configuration/data store options; mention Linux equivalents or platform-agnostic alternatives.
  • In sections about authentication and adapters, mention Linux-friendly authentication methods and adapters, and clarify support for non-Windows environments.
  • Ensure that operational and monitoring tools are described in a cross-platform context, including web-based or Linux-compatible alternatives.
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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