Migration Ingestion Tool - Document Details

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

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Bias Analysis

Detected Bias Types

powershell_heavy

windows_tools

windows_first

Summary

The documentation page exhibits a moderate Windows bias. Several key ingestion tools and workflows are described as PowerShell scripts, and the SIEM data migration accelerator is designed to deploy a Windows VM and install Windows-centric tools. While some tools (AzCopy, Logstash) are cross-platform, Windows and PowerShell are frequently mentioned first or exclusively, and Linux/macOS alternatives are not equally highlighted or exemplified.

Recommendations

Provide explicit Linux/macOS usage examples for all ingestion tools, especially for the Azure Monitor custom log ingestion tool and direct API methods.
Clarify whether the custom log ingestion tool (PowerShell script) can be run on Linux/macOS with PowerShell Core, or provide equivalent Bash/Python scripts.
Offer instructions for deploying the SIEM data migration accelerator on Linux VMs, or provide a cross-platform alternative.
In sections where PowerShell is mentioned, also include CLI, Bash, or Python examples.
Ensure that cross-platform tools (AzCopy, Logstash) have parity in documentation, with equal emphasis on Linux/macOS usage.
Avoid language that assumes Windows as the default environment (e.g., 'deploys a Windows VM') unless strictly necessary.

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Scan History

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Biased
2026-01-13 00:00	#246	completed	Biased
2026-01-11 00:00	#240	completed	Biased
2026-01-10 00:00	#237	completed	Biased
2026-01-09 00:34	#234	completed	Biased
2026-01-08 00:53	#231	completed	Biased
2026-01-06 18:15	#225	cancelled	Clean
2025-08-29 00:01	#95	completed	Clean
2025-07-28 00:00	#63	completed	Clean
2025-07-13 21:37	#48	completed	Clean
2025-07-12 23:44	#41	cancelled	Biased