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Log Engineering & Parser Auto Generator Agent

por CPX Holding LLC

Streamlines log management with advanced parsing and auto-generation tools.

An AI‑assisted Security Copilot agent that accelerates Microsoft Sentinel onboarding by analyzing raw logs and generating production‑ready KQL parsers with ASIM normalization. The agent reduces manual log engineering effort while ensuring consistent, governed, and explainable results.

Inputs

  • Raw or sample log data
  • Target Microsoft Sentinel / Log Analytics workspace ID

Tasks

  • Analyze log structure and identify key fields
  • Generate optimized KQL parser functions
  • Map parsed fields to ASIM‑normalized schemas
  • Validate ingestion readiness and parser quality
  • Orchestrate safe deployment into Sentinel

Outputs

  • Deployed KQL parser functions
  • ASIM‑normalized log data
  • Ingestion readiness and validation feedback
  • Deployment status and operational guidance

The Log Engineering & Parser Auto Generator Agent is a powerful solution designed to streamline log management and parsing workflows. This tool automates the generation of parsers, enabling users to efficiently process and analyze logs with minimal manual intervention. Ideal for engineers and IT professionals working in complex environments, the CPX Log Engineering & Parser Auto Generator Agent simplifies the handling of large volumes of data. It ensures accurate log parsing and provides actionable insights, helping teams save time and improve operational efficiency. By addressing the challenges of manual log parsing and engineering, this agent empowers users to focus on critical tasks while maintaining high standards of accuracy and performance in their log management processes.

Change Logs


Version 1.0.0
  • Initial release

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