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tresscross / jason walker

Ghost
tresscross.blog· irregular· Published 3 months ago

A practitioner's blog on using LLMs and coding agents in detection engineering, covering query writing, a packaged rule-development workflow, and metrics for maintaining a detection catalog. Posts explain the reasoning behind each design choice and the failures that shaped it.

detection engineeringsiemllm queriesclaude codecoding agentsdetection rulesthreat huntingsecurity metricsrule lifecycleprompt engineering
Platform
Ghost
Frequency
Irregular
Latest issue
Jul 29, 2026
Language
English
Written for
Detection engineers and SOC practitioners using AI tooling
Tone
practical
Tracked since
Oct 23, 2026

Website: https://tresscross.blog/