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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell commands for deploying and managing Azure-SSIS integration runtimes. There are no examples or guidance for Linux users, such as using Azure CLI, Bash, or cross-platform tools. Windows tools and patterns (PowerShell, Windows authentication) are mentioned without Linux equivalents, and the workflow assumes a Windows environment by default.
Recommendations
  • Add equivalent Azure CLI examples for deploying and managing Azure-SSIS IR, which can be run on Linux, macOS, and Windows.
  • Provide Bash script samples for template deployment and IR management.
  • Include notes or sections explicitly addressing cross-platform usage, clarifying that PowerShell Core is available on Linux/macOS, or recommending Azure CLI for those platforms.
  • Mention any platform-specific limitations or considerations for Linux/macOS users.
  • Reorder examples so that cross-platform tools (Azure CLI) are presented before or alongside PowerShell to avoid implicit Windows-first bias.
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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
2026-01-11 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets