WORKBENCH

Projects

Long-running efforts that turn research into reusable infrastructure: labs, knowledge bases, detections, and investigative workflows.

01DESIGNING

Forensic Artifact Knowledge Base

TRACE

A Windows-first knowledge base that maps artifacts to investigative questions, collection paths, parsing methods, and evidentiary limits.

ARTIFACT MAPSTRIAGE WORKFLOWSEVIDENCE NOTES
02BUILDING

Behavior to Analytics

Detection Notebook

A practical collection of detection hypotheses, KQL analytics, telemetry requirements, validation notes, and known failure modes.

KQLVALIDATIONTUNING NOTES

Reproducible by design.

01 Define the question before collecting evidence.

02 Document the environment and assumptions.

03 Separate observation from interpretation.

04 Publish limitations beside conclusions.