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
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page mentions monitoring Azure Data Factory programmatically using .NET, PowerShell, Python, or REST API, but lists PowerShell before Linux-friendly options and does not provide any Linux-specific examples or mention Linux command-line tools. There is an implicit Windows-first approach, as PowerShell and .NET are traditionally Windows-centric technologies, and no parity is shown for Linux users (e.g., Bash, CLI, or shell scripting). No Linux-specific monitoring patterns or tools are referenced, and example commands or scripts are absent for Linux environments.
Recommendations
  • Add explicit Linux/Bash/CLI examples for programmatic monitoring, such as using Azure CLI or Bash scripts.
  • Mention Linux-compatible tools and workflows alongside PowerShell and .NET, such as az CLI, curl, jq, or Python scripts.
  • Ensure that examples and instructions are provided for both Windows and Linux environments, ideally side-by-side.
  • Avoid listing Windows-centric technologies first; alternate or group by platform.
  • Reference Linux documentation or guides for monitoring Azure Data Factory where available.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed 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 Clean Clean

Flagged Code Snippets