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_tools
windows_first
Summary
The documentation page shows evidence of Windows bias by repeatedly referencing Azure PowerShell as a primary method for provisioning and configuring Azure-SSIS IR, both in the main text and in related links. There is no mention of Linux-native tools (such as Azure CLI or Bash scripting), nor are Linux-specific examples provided. The ordering of examples and tooling references consistently places Windows-centric tools (PowerShell, ADF UI) before any alternatives, and Linux parity is not addressed.
Recommendations
  • Add equivalent instructions and examples using Azure CLI, which is cross-platform and commonly used on Linux.
  • Explicitly mention that all operations can be performed from Linux or macOS using Azure CLI or REST API, not just PowerShell.
  • Provide example commands for joining Azure-SSIS IR to a virtual network using Azure CLI and Bash.
  • Reorder documentation sections to present cross-platform tools (Azure CLI, REST API) before or alongside Windows-centric tools.
  • Include a note clarifying that PowerShell is available on Linux, but Azure CLI is often preferred for Linux environments.
  • Ensure that all referenced tutorials and related articles also offer Linux-compatible instructions.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased