I build and write about early warning systems, threat intelligence operationalization, and AI agents for cyber resilience — mostly across APJ and Central Asia. This site is where I share what I'm working on, what I've learned, and what I'm building.
A practical framework for national and sector-scale cyber early warning, drawn from CSIRT engagements across Central and South Asia.
An automation workflow that turns raw CTI feeds into actionable alerts sized for lean teams.
A set of templates and playbooks for building CSIRT coordination and victim notification workflows.