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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ windows_first
Summary:
The documentation page exhibits a moderate Windows bias. While most of the content is platform-neutral (focused on Azure Data Factory and Microsoft 365), there are notable areas where Windows/PowerShell tools and patterns are referenced or prioritized. Specifically, certificate conversion is demonstrated using PowerShell, and PowerShell is listed as a primary SDK/tool for pipeline creation. There are no explicit Linux or cross-platform CLI examples, and Windows-centric tools are mentioned before or instead of Linux alternatives.
Recommendations:
  • Provide Linux and cross-platform alternatives for certificate conversion (e.g., using OpenSSL commands) alongside PowerShell instructions.
  • Include Azure CLI and/or Bash script examples for common tasks such as pipeline creation and certificate management.
  • When listing tools or SDKs, avoid listing Windows-specific tools (like PowerShell) first or exclusively; instead, present Azure CLI, REST API, and SDKs in a neutral order.
  • Explicitly mention that all steps can be performed from Linux/macOS environments using Azure CLI, REST API, or other cross-platform tools.
  • Add example commands and scripts for Linux environments where relevant, especially for tasks like certificate manipulation and automation.
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

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