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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, with no mention of Bash, CLI, or Linux-native tools. The self-hosted integration runtime is described as being installed on 'on-premises Windows machines,' with no reference to Linux support or deployment. Windows-centric tools (PowerShell, SSMS, SSDT) are mentioned exclusively or first, and there are no examples or instructions for Linux environments or cross-platform scenarios.
Recommendations
  • Provide equivalent Azure CLI or Bash examples for all PowerShell commands, especially for monitoring integration runtimes.
  • Clarify whether self-hosted integration runtime can be installed on Linux machines; if so, include instructions and examples for Linux deployment and monitoring.
  • Mention and demonstrate cross-platform tools (e.g., Azure CLI, REST API) for monitoring and managing integration runtimes.
  • Avoid language that assumes Windows as the default (e.g., 'Node is an on-premises Windows machine'), and instead use inclusive phrasing or specify platform requirements.
  • Include references to Linux-compatible database management tools (e.g., Azure Data Studio) alongside SSMS/SSDT.
  • Add troubleshooting and operational guidance for Linux environments where applicable.
GitHub Create Pull Request

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
2026-01-11 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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
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 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 Biased Biased

Flagged Code Snippets