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 demonstrates a moderate Windows bias. It references PowerShell and SSMS (SQL Server Management Studio) for key operations, such as stopping integration runtimes and scripting jobs, without mentioning Linux/macOS alternatives. Windows-centric tools and patterns (PowerShell, SSMS) are assumed, and examples for these are provided before or instead of cross-platform options. No explicit Linux/macOS CLI or tool guidance is given for these steps.
Recommendations
  • Provide equivalent instructions using Azure CLI and/or REST API for stopping/starting Azure-SSIS IRs and other management tasks, which are cross-platform.
  • Include guidance for using Azure Data Studio (which is cross-platform) instead of or alongside SSMS for T-SQL scripting and job management.
  • Explicitly state which steps can be completed from Linux/macOS and provide links or examples for those environments.
  • Avoid referencing PowerShell or SSMS as the only options; mention alternatives and parity.
  • Add a section or callouts for Linux/macOS users, highlighting any differences or additional requirements.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
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

Flagged Code Snippets