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
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell scripts and Azure PowerShell tasks for CI/CD scripting in Azure Data Factory. All examples, instructions, and YAML pipeline steps are centered around PowerShell (.ps1) files and the AzurePowerShell@5 task, with no mention of Bash, shell scripts, or cross-platform alternatives. There are no Linux/macOS-specific instructions or examples, and Windows/PowerShell tools are referenced first and exclusively.
Recommendations
  • Provide equivalent Bash or shell script examples for pre- and post-deployment tasks.
  • Include instructions for running scripts using the AzureCLI@2 task in Azure Pipelines, which is cross-platform.
  • Clarify whether the PowerShell scripts are compatible with PowerShell Core on Linux/macOS, and provide explicit guidance for those platforms.
  • Add notes or sections highlighting how Linux/macOS users can perform the same operations, including installation steps for Azure CLI and PowerShell Core on those systems.
  • Consider offering downloadable sample scripts in both PowerShell and Bash.
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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

Flagged Code Snippets